Datasets:
mkurman
/
synthlabs-GLM-5.2-Science

Dataset card Data Studio Files
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[ { "role": "user", "content": "How does the interplay between mantle convection patterns and episodic true polar wander influence the long-term stability of a planet’s magnetic field polarity, and what observable geologic signatures would confirm this coupling?", "tool_call_id": "", "reasoning_conten...
hf:ianncity/GLM-5.2-Science
34,426
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:32.650998+00:00
[ { "role": "user", "content": "In transformer‑based graph neural networks for predicting protein–protein interaction affinities, how can one rigorously quantify and mitigate the bias introduced by uneven sampling of evolutionary distant homologs in the training set?", "tool_call_id": "", "reasoning_c...
hf:ianncity/GLM-5.2-Science
34,427
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:36.744473+00:00
[ { "role": "user", "content": "How does the interplay between magnetorotational instability and radiation pressure in accretion disks around supermassive black holes affect the emergent X‑ray variability spectrum on sub‑second timescales?", "tool_call_id": "", "reasoning_content": null, "original...
hf:ianncity/GLM-5.2-Science
34,428
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:33.553434+00:00
[ { "role": "user", "content": "Derive the conditions under which a reaction‑diffusion system on a dynamically evolving manifold admits a Turing instability, and explain how curvature‑dependent diffusion coefficients modulate pattern wavelength selection in morphogenetic processes of developing tissues?", ...
hf:ianncity/GLM-5.2-Science
34,429
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:43.292298+00:00
[ { "role": "user", "content": "In what ways do epigenetic modifications driven by transgenerational exposure to fluctuating ultraviolet radiation influence the adaptive evolution of DNA repair gene networks in extremophile archaea inhabiting hydrothermal vent ecosystems?", "tool_call_id": "", "reason...
hf:ianncity/GLM-5.2-Science
34,430
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:43.096569+00:00
[ { "role": "user", "content": "What mechanistic pathways link stratospheric ozone depletion to alterations in tropospheric aerosol hygroscopic growth rates, and how do these changes feedback on regional monsoon intensity and precipitation isotopic signatures?", "tool_call_id": "", "reasoning_content"...
hf:ianncity/GLM-5.2-Science
34,431
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:44.864464+00:00
[ { "role": "user", "content": "How does the interplay between submesoscale turbulence and biogeochemical cycling modulate carbon sequestration efficiency in high-latitude marginal seas under future warming scenarios?", "tool_call_id": "", "reasoning_content": null, "original_content": null, "...
hf:ianncity/GLM-5.2-Science
34,432
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:19:41.819324+00:00
[ { "role": "user", "content": "What are the mechanistic pathways by which mesoscale eddy‑driven nutrient fluxes modulate the stoichiometric coupling of carbon, nitrogen, and phosphorus cycles in oligotrophic subtropical gyres, and how can these be incorporated into Earth system models?", "tool_call_id": ...
hf:ianncity/GLM-5.2-Science
34,433
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:01.773262+00:00
[ { "role": "user", "content": "In what ways do redox-driven mineral-fluid reactions at subduction zone interfaces influence the isotopic signatures of volatile trace elements, and how can these signatures be deconvolved to reconstruct deep Earth fluid pathways?", "tool_call_id": "", "reasoning_conten...
hf:ianncity/GLM-5.2-Science
34,434
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:05.355925+00:00
[ { "role": "user", "content": "What are the quantum error-correcting thresholds required for fault-tolerant operation of topological qubits embedded in a protein crystal lattice subjected to cryogenic radiation damage?", "tool_call_id": "", "reasoning_content": null, "original_content": null, ...
hf:ianncity/GLM-5.2-Science
34,435
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:10.430968+00:00
[ { "role": "user", "content": "What novel inversion techniques can integrate magnetotelluric and seismic anisotropy data to resolve three-dimensional mantle flow patterns and their coupling to deep carbon cycle processes?", "tool_call_id": "", "reasoning_content": null, "original_content": null, ...
hf:ianncity/GLM-5.2-Science
34,436
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:14.294074+00:00
[ { "role": "user", "content": "Can a predictive multiscale model integrating quantum mechanical defect energetics with continuum phase-field dynamics accurately forecast the emergence of nanoscale twin boundaries during high-rate additive manufacturing of refractory alloys?", "tool_call_id": "", "rea...
hf:ianncity/GLM-5.2-Science
34,437
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:07.774521+00:00
[ { "role": "user", "content": "How does incorporating hierarchical Bayesian priors in mixed-effects survival models improve inference on time-varying covariate effects for rare neurodegenerative diseases with censored longitudinal biomarkers?", "tool_call_id": "", "reasoning_content": null, "orig...
hf:ianncity/GLM-5.2-Science
34,438
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:15.020397+00:00
[ { "role": "user", "content": "In what ways can physics-informed neural operators be trained to resolve multiscale mantle convection while preserving thermodynamic consistency and accurately capturing anisotropic seismic attenuation across subduction zones?", "tool_call_id": "", "reasoning_content": ...
hf:ianncity/GLM-5.2-Science
34,439
both
ollama
deepseek-v4-flash:cloud
2
1
2026-07-30T21:21:18.563141+00:00