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taf-agent
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535348a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "model": "HuggingFaceTB/SmolLM2-135M",
  "theta": 100000,
  "gamma_pred": 0.799996493334704,
  "C_theory": 9.2103,
  "distances": [
    10,
    20,
    30,
    50,
    100,
    200,
    500,
    1000,
    2000
  ],
  "distances_fit": [
    30,
    50,
    100,
    200,
    500,
    1000,
    2000
  ],
  "d_min_fit": 30,
  "n_prompts_per_distance": 150,
  "seeds": [
    42,
    123,
    7
  ],
  "attn_by_distance": {
    "10": {
      "mean_across_seeds": 0.007505987734119924,
      "std_across_seeds": 6.222712128447283e-05,
      "per_seed_means": [
        0.0074217521399259564,
        0.007526046622854968,
        0.007570164439578851
      ]
    },
    "20": {
      "mean_across_seeds": 0.005387026191326894,
      "std_across_seeds": 7.928170861411101e-05,
      "per_seed_means": [
        0.005308992751718809,
        0.005356318663495283,
        0.005495767158766588
      ]
    },
    "30": {
      "mean_across_seeds": 0.0033108791688250174,
      "std_across_seeds": 9.030220201566211e-06,
      "per_seed_means": [
        0.0033224673941731455,
        0.003300437251261125,
        0.003309732861040781
      ]
    },
    "50": {
      "mean_across_seeds": 0.0020586437733274786,
      "std_across_seeds": 3.9822153653400244e-05,
      "per_seed_means": [
        0.0020233509328681978,
        0.0020382833857244503,
        0.0021142970013897865
      ]
    },
    "100": {
      "mean_across_seeds": 0.0016422379348013138,
      "std_across_seeds": 0.0005776106795492194,
      "per_seed_means": [
        0.002451185053214431,
        0.0011395067275346566,
        0.0013360220236548533
      ]
    },
    "200": {
      "mean_across_seeds": 0.0006042598345407491,
      "std_across_seeds": 2.0220872080823326e-05,
      "per_seed_means": [
        0.0006080910796299576,
        0.0005778020712508199,
        0.0006268863527414699
      ]
    },
    "500": {
      "mean_across_seeds": 0.0006011281119895608,
      "std_across_seeds": 0.0005208506291629337,
      "per_seed_means": [
        0.00022182018486394857,
        0.00024395286166206158,
        0.0013376112894426721
      ]
    },
    "1000": {
      "mean_across_seeds": 0.00014980076856671882,
      "std_across_seeds": 9.588413659831112e-06,
      "per_seed_means": [
        0.0001631340318514655,
        0.00014527296426725418,
        0.00014099530958143684
      ]
    },
    "2000": {
      "mean_across_seeds": 0.0003835183502128024,
      "std_across_seeds": 0.00045868510780794716,
      "per_seed_means": [
        0.0010321856801844358,
        6.251086288102669e-05,
        5.5858507572944896e-05
      ]
    }
  },
  "fit_power_law": {
    "gamma": 0.62665506839462,
    "log_A": -3.719029155874015,
    "R2": 0.828515,
    "n_points": 7
  },
  "fit_exponential": {
    "lambda": 0.0010285378547186114,
    "log_A": -6.545393439522604,
    "R2": 0.481003,
    "n_points": 7
  },
  "delta_R2_power_minus_exp": 0.3475,
  "gamma_CI_95": {
    "lo": 0.43228026562247185,
    "hi": 0.9156890714410367
  },
  "decision": "UNCLEAR: \u03b3=0.627 outside all expected ranges"
}