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readability_heldout | heldout-v1-assoc-ductile-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A round aluminum bar stretched into a pronounced waist before separating. The mating faces contained hemispherical pits centered on inclusions and a slanted tearing rim. | [] | ductile | materials | heldout-ductile-01 | heldout | ductile | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-ductile-01 | {"category":"ductile","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used onl... | |||||||||
readability_heldout | heldout-v1-assoc-ductile-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A nickel coupon accumulated large permanent elongation before rupture. Microscopy showed a honeycomb of deep depressions surrounding second-phase particles. | [] | ductile | materials | heldout-ductile-02 | heldout | ductile | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-ductile-02 | {"category":"ductile","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used onl... | |||||||||
readability_heldout | heldout-v1-assoc-ductile-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A copper tensile specimen lost much of its cross-sectional area before failure. Small particle-centered holes had enlarged and joined across the final ligament. | [] | ductile | materials | heldout-ductile-03 | heldout | ductile | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-ductile-03 | {"category":"ductile","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used onl... | |||||||||
readability_heldout | heldout-v1-assoc-ductile-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | An impact-tested structural metal absorbed substantial energy and developed broad lateral lips. Its failure surface was covered by rounded microscopic depressions. | [] | ductile | materials | heldout-ductile-04 | heldout | ductile | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-ductile-04 | {"category":"ductile","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used onl... | |||||||||
readability_heldout | heldout-v1-assoc-ductile-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A pressurized metal tube bulged strongly before opening. The torn wall displayed elongated pits near the surface and deeper equiaxed pits toward the center. | [] | ductile | materials | heldout-ductile-05 | heldout | ductile | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-ductile-05 | {"category":"ductile","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used onl... | |||||||||
readability_heldout | heldout-v1-assoc-boundary-attack-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A stainless weld spent several hours near 675 degrees Celsius. After nitric-acid exposure, narrow trenches followed the grain edges beside chromium-rich carbide rows. | [] | boundary-attack | materials | heldout-boundary-attack-01 | heldout | boundary-attack | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-boundary-attack-01 | {"category":"boundary-attack","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are ... | |||||||||
readability_heldout | heldout-v1-assoc-boundary-attack-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | An austenitic pipe was slowly cooled through an intermediate temperature range. A later chemical test exposed a connected network of material loss outlining individual grains. | [] | boundary-attack | materials | heldout-boundary-attack-02 | heldout | boundary-attack | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-boundary-attack-02 | {"category":"boundary-attack","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are ... | |||||||||
readability_heldout | heldout-v1-assoc-boundary-attack-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Carbide particles decorated the interfaces in heat-affected stainless steel. Immersion testing removed chromium-depleted regions next to those particles while grain interiors remained sound. | [] | boundary-attack | materials | heldout-boundary-attack-03 | heldout | boundary-attack | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-boundary-attack-03 | {"category":"boundary-attack","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are ... | |||||||||
readability_heldout | heldout-v1-assoc-boundary-attack-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A stainless vessel received an improper post-weld thermal cycle. In service, fissures traced the polygonal grain-edge network instead of cutting through the crystallites. | [] | boundary-attack | materials | heldout-boundary-attack-04 | heldout | boundary-attack | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-boundary-attack-04 | {"category":"boundary-attack","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are ... | |||||||||
readability_heldout | heldout-v1-assoc-boundary-attack-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Austenitic sheet aged near 650 degrees Celsius showed continuous carbide films around grains. An aggressive liquid subsequently produced narrow grooves along the same paths. | [] | boundary-attack | materials | heldout-boundary-attack-05 | heldout | boundary-attack | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-boundary-attack-05 | {"category":"boundary-attack","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are ... | |||||||||
readability_heldout | heldout-v1-assoc-cyclic-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A compressor blade endured millions of small vibration cycles before failing. Curved arrest lines radiated from a surface defect toward a small rough overload region. | [] | cyclic | materials | heldout-cyclic-01 | heldout | cyclic | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cyclic-01 | {"category":"cyclic","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used only... | |||||||||
readability_heldout | heldout-v1-assoc-cyclic-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A bridge hanger separated although every measured load was below its monotonic capacity. Fine parallel striations recorded incremental front advance from a machining groove. | [] | cyclic | materials | heldout-cyclic-02 | heldout | cyclic | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cyclic-02 | {"category":"cyclic","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used only... | |||||||||
readability_heldout | heldout-v1-assoc-cyclic-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A wheel axle survived years of repeated bending. The failure face contained thumbnail-shaped beach marks centered on several surface initiation sites. | [] | cyclic | materials | heldout-cyclic-03 | heldout | cyclic | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cyclic-03 | {"category":"cyclic","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used only... | |||||||||
readability_heldout | heldout-v1-assoc-cyclic-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A bolted aluminum joint opened after many pressurization cycles. A smooth region with regularly spaced microscopic ridges occupied most of the separated surface. | [] | cyclic | materials | heldout-cyclic-04 | heldout | cyclic | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cyclic-04 | {"category":"cyclic","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used only... | |||||||||
readability_heldout | heldout-v1-assoc-cyclic-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A rotating laboratory specimen failed after a long sequence of alternating stresses. Ratchet marks joined multiple surface origins before the remaining ligament broke suddenly. | [] | cyclic | materials | heldout-cyclic-05 | heldout | cyclic | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cyclic-05 | {"category":"cyclic","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used only... | |||||||||
readability_heldout | heldout-v1-assoc-cleavage-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A ferritic plate separated abruptly during cold weather with almost no macroscopic distortion. Flat facets and converging river markings crossed the grain interiors. | [] | cleavage | materials | heldout-cleavage-01 | heldout | cleavage | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cleavage-01 | {"category":"cleavage","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used on... | |||||||||
readability_heldout | heldout-v1-assoc-cleavage-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A low-temperature impact specimen absorbed little energy and retained its original cross section. The shiny failure face contained crystallographic steps and feather patterns. | [] | cleavage | materials | heldout-cleavage-02 | heldout | cleavage | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cleavage-02 | {"category":"cleavage","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used on... | |||||||||
readability_heldout | heldout-v1-assoc-cleavage-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A body-centered metal failed suddenly below its transition temperature. Microscopy revealed broad planar facets connected by sharp ridges through individual crystallites. | [] | cleavage | materials | heldout-cleavage-03 | heldout | cleavage | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cleavage-03 | {"category":"cleavage","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used on... | |||||||||
readability_heldout | heldout-v1-assoc-cleavage-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A thick steel section opened under modest loading after rapid cooling. The separated faces showed flat reflective planes and negligible evidence of local necking. | [] | cleavage | materials | heldout-cleavage-04 | heldout | cleavage | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cleavage-04 | {"category":"cleavage","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used on... | |||||||||
readability_heldout | heldout-v1-assoc-cleavage-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A notched iron alloy snapped during a cold bend test before appreciable permanent curvature developed. River-like markings on the facets converged toward the initiation site. | [] | cleavage | materials | heldout-cleavage-05 | heldout | cleavage | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-cleavage-05 | {"category":"cleavage","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are used on... | |||||||||
readability_heldout | heldout-v1-assoc-high-temperature-deformation-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A steam-pipe alloy elongated gradually during ten years of steady load at 600 degrees Celsius. Rounded pores appeared at triple junctions late in life. | [] | high-temperature-deformation | materials | heldout-high-temperature-deformation-01 | heldout | high-temperature-deformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-high-temperature-deformation-01 | {"category":"high-temperature-deformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermin... | |||||||||
readability_heldout | heldout-v1-assoc-high-temperature-deformation-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A constant-load high-temperature test showed rapid initial strain, a long nearly linear segment, and accelerating extension before rupture. | [] | high-temperature-deformation | materials | heldout-high-temperature-deformation-02 | heldout | high-temperature-deformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-high-temperature-deformation-02 | {"category":"high-temperature-deformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermin... | |||||||||
readability_heldout | heldout-v1-assoc-high-temperature-deformation-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A turbine component operated under sustained stress near half its melting temperature. Grain-edge pores enlarged and linked even though the applied stress was below the room-temperature yield value. | [] | high-temperature-deformation | materials | heldout-high-temperature-deformation-03 | heldout | high-temperature-deformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-high-temperature-deformation-03 | {"category":"high-temperature-deformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermin... | |||||||||
readability_heldout | heldout-v1-assoc-high-temperature-deformation-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A fine-grained metal slowly changed shape during a prolonged hot hold. Matter moved away from compressed grain faces and accumulated on faces under tension. | [] | high-temperature-deformation | materials | heldout-high-temperature-deformation-04 | heldout | high-temperature-deformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-high-temperature-deformation-04 | {"category":"high-temperature-deformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermin... | |||||||||
readability_heldout | heldout-v1-assoc-high-temperature-deformation-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A heat-resistant alloy accumulated measurable permanent strain with increasing service time. Interfacial pores and wedge-shaped separations were concentrated near the final rupture zone. | [] | high-temperature-deformation | materials | heldout-high-temperature-deformation-05 | heldout | high-temperature-deformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-high-temperature-deformation-05 | {"category":"high-temperature-deformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermin... | |||||||||
readability_heldout | heldout-v1-assoc-particle-strengthening-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A metal matrix contains closely spaced rigid dispersoids that cannot be cut. Moving lattice lines arc between them and leave closed loops around each obstacle. | [] | particle-strengthening | materials | heldout-particle-strengthening-01 | heldout | particle-strengthening | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-particle-strengthening-01 | {"category":"particle-strengthening","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined ter... | |||||||||
readability_heldout | heldout-v1-assoc-particle-strengthening-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | After aging, a dense population of hard nanoscale particles raises the stress required for plastic flow. Electron microscopy shows rings encircling the particles after deformation. | [] | particle-strengthening | materials | heldout-particle-strengthening-02 | heldout | particle-strengthening | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-particle-strengthening-02 | {"category":"particle-strengthening","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined ter... | |||||||||
readability_heldout | heldout-v1-assoc-particle-strengthening-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Reducing the spacing between stable nonshearable particles increases the yield stress. Flexible line defects must curve strongly to pass through the remaining channels. | [] | particle-strengthening | materials | heldout-particle-strengthening-03 | heldout | particle-strengthening | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-particle-strengthening-03 | {"category":"particle-strengthening","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined ter... | |||||||||
readability_heldout | heldout-v1-assoc-particle-strengthening-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A dispersion-treated alloy contains hard particles embedded in a softer matrix. Mobile lattice imperfections wrap around the particles rather than passing through them. | [] | particle-strengthening | materials | heldout-particle-strengthening-04 | heldout | particle-strengthening | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-particle-strengthening-04 | {"category":"particle-strengthening","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined ter... | |||||||||
readability_heldout | heldout-v1-assoc-particle-strengthening-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Two alloys contain the same particle fraction, but the alloy with finer obstacle spacing requires a larger applied stress to move its line defects. | [] | particle-strengthening | materials | heldout-particle-strengthening-05 | heldout | particle-strengthening | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-particle-strengthening-05 | {"category":"particle-strengthening","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined ter... | |||||||||
readability_heldout | heldout-v1-assoc-rapid-transformation-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A carbon steel quenched too rapidly for long-range solute redistribution develops a hard acicular product with a body-centered cell elongated along one axis. | [] | rapid-transformation | materials | heldout-rapid-transformation-01 | heldout | rapid-transformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-rapid-transformation-01 | {"category":"rapid-transformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms... | |||||||||
readability_heldout | heldout-v1-assoc-rapid-transformation-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Severe cooling converts the parent face-centered phase into fine laths almost instantaneously. Carbon remains trapped and the product has unequal axial lattice parameters. | [] | rapid-transformation | materials | heldout-rapid-transformation-02 | heldout | rapid-transformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-rapid-transformation-02 | {"category":"rapid-transformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms... | |||||||||
readability_heldout | heldout-v1-assoc-rapid-transformation-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A rapidly cooled steel forms hard plates by coordinated short-distance atomic motion. No composition partitioning is detected across the moving interface. | [] | rapid-transformation | materials | heldout-rapid-transformation-03 | heldout | rapid-transformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-rapid-transformation-03 | {"category":"rapid-transformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms... | |||||||||
readability_heldout | heldout-v1-assoc-rapid-transformation-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Quenching suppresses long-range atomic transport and produces packets of highly strained needles. The resulting body-centered unit cell has a c-to-a ratio above one. | [] | rapid-transformation | materials | heldout-rapid-transformation-04 | heldout | rapid-transformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-rapid-transformation-04 | {"category":"rapid-transformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms... | |||||||||
readability_heldout | heldout-v1-assoc-rapid-transformation-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | An austenitic sample undergoes an abrupt, composition-preserving shape change during cooling. The product is hard, plate-like, and internally twinned. | [] | rapid-transformation | materials | heldout-rapid-transformation-05 | heldout | rapid-transformation | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-rapid-transformation-05 | {"category":"rapid-transformation","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms... | |||||||||
readability_heldout | heldout-v1-assoc-line-defect-motion-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Plastic flow begins when a linear lattice imperfection travels across a close-packed plane and leaves a permanent surface step. | [] | line-defect-motion | materials | heldout-line-defect-motion-01 | heldout | line-defect-motion | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-line-defect-motion-01 | {"category":"line-defect-motion","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms a... | |||||||||
readability_heldout | heldout-v1-assoc-line-defect-motion-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | During loading of a single crystal, etch-pit positions move along selected crystallographic planes and an irreversible offset accumulates. | [] | line-defect-motion | materials | heldout-line-defect-motion-02 | heldout | line-defect-motion | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-line-defect-motion-02 | {"category":"line-defect-motion","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms a... | |||||||||
readability_heldout | heldout-v1-assoc-line-defect-motion-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A one-dimensional defect sweeps through the crystal in the direction of its mismatch vector, displacing the material on opposite sides of its plane. | [] | line-defect-motion | materials | heldout-line-defect-motion-03 | heldout | line-defect-motion | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-line-defect-motion-03 | {"category":"line-defect-motion","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms a... | |||||||||
readability_heldout | heldout-v1-assoc-line-defect-motion-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Once the resolved driving stress exceeds a threshold, mobile lattice lines traverse their favored planes and produce permanent strain. | [] | line-defect-motion | materials | heldout-line-defect-motion-04 | heldout | line-defect-motion | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-line-defect-motion-04 | {"category":"line-defect-motion","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms a... | |||||||||
readability_heldout | heldout-v1-assoc-line-defect-motion-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | High-speed microscopy shows linear imperfections moving across densely packed planes. Each passage creates a small step at the free surface. | [] | line-defect-motion | materials | heldout-line-defect-motion-05 | heldout | line-defect-motion | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-line-defect-motion-05 | {"category":"line-defect-motion","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms a... | |||||||||
readability_heldout | heldout-v1-assoc-notch-resistance-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Two steels have comparable yield stress, yet one pre-notched plate absorbs several times more energy before sudden separation and survives a much larger flaw. | [] | notch-resistance | materials | heldout-notch-resistance-01 | heldout | notch-resistance | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-notch-resistance-01 | {"category":"notch-resistance","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are... | |||||||||
readability_heldout | heldout-v1-assoc-notch-resistance-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A sharp starter notch blunts as a plastic zone develops, allowing the specimen to carry additional load before rapid extension occurs. | [] | notch-resistance | materials | heldout-notch-resistance-02 | heldout | notch-resistance | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-notch-resistance-02 | {"category":"notch-resistance","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are... | |||||||||
readability_heldout | heldout-v1-assoc-notch-resistance-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A compact-tension sample requires substantial work to advance its sharp flaw. Instability begins only at an unusually large stress-intensity value. | [] | notch-resistance | materials | heldout-notch-resistance-03 | heldout | notch-resistance | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-notch-resistance-03 | {"category":"notch-resistance","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are... | |||||||||
readability_heldout | heldout-v1-assoc-notch-resistance-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A structural alloy containing a long defect remains stable at loads that immediately separate a comparison alloy of similar strength. | [] | notch-resistance | materials | heldout-notch-resistance-04 | heldout | notch-resistance | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-notch-resistance-04 | {"category":"notch-resistance","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are... | |||||||||
readability_heldout | heldout-v1-assoc-notch-resistance-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | An instrumented impact test on a notched bar records high absorbed energy and extensive local deformation before the remaining ligament opens. | [] | notch-resistance | materials | heldout-notch-resistance-05 | heldout | notch-resistance | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-notch-resistance-05 | {"category":"notch-resistance","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined terms are... | |||||||||
readability_heldout | heldout-v1-assoc-hot-air-surface-layer-01 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A superalloy held in oxygen-bearing gas gains mass while developing a dense ceramic surface film whose thickness follows an approximately parabolic time dependence. | [] | hot-air-surface-layer | materials | heldout-hot-air-surface-layer-01 | heldout | hot-air-surface-layer | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-hot-air-surface-layer-01 | {"category":"hot-air-surface-layer","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined term... | |||||||||
readability_heldout | heldout-v1-assoc-hot-air-surface-layer-02 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Long furnace exposure covers a steel coupon with several brittle oxygen-rich layers. Continued growth requires ions to cross the existing reaction product. | [] | hot-air-surface-layer | materials | heldout-hot-air-surface-layer-02 | heldout | hot-air-surface-layer | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-hot-air-surface-layer-02 | {"category":"hot-air-surface-layer","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined term... | |||||||||
readability_heldout | heldout-v1-assoc-hot-air-surface-layer-03 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A chromium-containing alloy forms a compact adherent surface film in hot air, sharply slowing additional inward oxygen transport. | [] | hot-air-surface-layer | materials | heldout-hot-air-surface-layer-03 | heldout | hot-air-surface-layer | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-hot-air-surface-layer-03 | {"category":"hot-air-surface-layer","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined term... | |||||||||
readability_heldout | heldout-v1-assoc-hot-air-surface-layer-04 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | Repeated heating in air creates an external metal-oxygen reaction layer that thickens during each hold and sheds flakes during cooling. | [] | hot-air-surface-layer | materials | heldout-hot-air-surface-layer-04 | heldout | hot-air-surface-layer | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-hot-air-surface-layer-04 | {"category":"hot-air-surface-layer","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined term... | |||||||||
readability_heldout | heldout-v1-assoc-hot-air-surface-layer-05 | materials-heldout-v1 | hidden_state_readout | frozen_heldout | A turbine component exposed to hot combustion gas develops a multilayer surface product containing metal cations and oxygen anions. | [] | hot-air-surface-layer | materials | heldout-hot-air-surface-layer-05 | heldout | hot-air-surface-layer | prompts/materials-heldout-v1-preregistered.json | heldout-v1-assoc-hot-air-surface-layer-05 | {"category":"hot-air-surface-layer","description":"Held-out unnamed materials description; compare predetermined full-vocabulary ranks and target-free discovery under matched lenses.","domain":"materials","must_be_absent_from_input":true,"must_be_absent_from_output":true,"note":"Frozen held-out item. Predetermined term... |
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