{"id":"W7103406071","doi":"","title":"Opening Comments","year":2004,"lang":"","type":"article","venue":"","topic":"Torture, Ethics, and Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Research center; Work (physics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001012439,0.0001536872,0.0002002124,0.00002943405,0.001319365,0.0002886236,0.0004923931,0.0002898511,0.004399626],"category_scores_gemma":[0.0001238859,0.0001461377,0.0001110092,0.0002349878,0.0006515039,0.0003893342,0.0001217384,0.000415162,0.0007236627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467472,"about_ca_system_score_gemma":0.0003996611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419314,"about_ca_topic_score_gemma":0.01108226,"domain_scores_codex":[0.9981527,0.0001474799,0.0002837105,0.0003094423,0.0005741708,0.0005324556],"domain_scores_gemma":[0.999226,0.0001073969,0.00009523006,0.0002140401,0.00007958408,0.000277794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008364315,0.000148328,0.0009977362,0.00001126959,0.00003832851,0.00001154903,0.06475262,0.00003888656,0.0000219822,0.9247624,0.003735044,0.005473472],"study_design_scores_gemma":[0.0008784874,0.00008691725,0.0007188857,0.00007660304,0.00002912468,8.785379e-7,0.01752277,0.000007642827,0.0002910999,0.03698962,0.9430647,0.0003332419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01163703,0.0004715572,0.000895398,0.03130426,0.002848788,0.0002828923,0.000003069073,0.00008170578,0.9524753],"genre_scores_gemma":[0.9555603,0.0002702133,0.0008269133,0.00927587,0.0006312266,0.000003171786,0.000001676281,0.00001203414,0.03341856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9439233,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07267551477392088,"score_gpt":0.3687130857307731,"score_spread":0.2960375709568522,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}