whitecircle_killbench_analysis / tables /analysis_summary.json
Amine-CV's picture
Derived KillBench reasoning-trace analysis data (no source text)
37497e6 verified
Raw History Blame Contribute Delete
1.57 kB
{
"n_traces_primary": 69867,
"n_traces_english": 12878,
"mde_beta_median": 0.010423943600922293,
"n_assoc_signif_bh": 9,
"top_assoc": [
{
"feature": "hedging_density",
"beta": 0.03578586553302647,
"q_bh": 5.5509879586134025e-40
},
{
"feature": "reasoning_density",
"beta": 0.029785876370989436,
"q_bh": 1.930176117021736e-11
},
{
"feature": "cross_branch_connectivity",
"beta": 0.022397225559063115,
"q_bh": 3.3891707022647007e-08
},
{
"feature": "graph_density",
"beta": 0.016400024344011558,
"q_bh": 4.652609136785571e-06
},
{
"feature": "domain_spread",
"beta": 0.01253070702805736,
"q_bh": 0.00016313335862419993
}
],
"predictive": [
{
"feature_set": "baseline(len+lex)",
"n_features": 11,
"cv_r2_mean": 0.08269591058294037,
"cv_r2_sd": 0.006809684212089176,
"cv_auc_mean": 0.5606041517500173,
"cv_auc_sd": 0.006071634766636093
},
{
"feature_set": "structure(20)",
"n_features": 20,
"cv_r2_mean": 0.06294809519523266,
"cv_r2_sd": 0.004765744368828358,
"cv_auc_mean": 0.5497195494142904,
"cv_auc_sd": 0.004164127206589897
},
{
"feature_set": "baseline+structure",
"n_features": 31,
"cv_r2_mean": 0.09700738510785518,
"cv_r2_sd": 0.006386634241079644,
"cv_auc_mean": 0.5626208472274474,
"cv_auc_sd": 0.004778682856396226
}
],
"n_grouplevel_signif_bh": 12,
"n_refusal_signif_bh": 18
}