{"id":"W4241175167","doi":"10.1002/9781444338386.wbeah08088","title":"Impartiality","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Philosophy, History, and Historiography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Impartiality; Malice; Objectivity (philosophy); Epistemology; Aesthetics; Philosophy; Political science; Law; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003138631,0.000338093,0.00047325,0.0004016786,0.0001783737,0.000006510075,0.000561986,0.0001421392,0.0298071],"category_scores_gemma":[0.00001603435,0.000256029,0.0003745391,0.0000429701,0.001673443,0.00007045244,0.00005724293,0.0002880774,0.0007416959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273041,"about_ca_system_score_gemma":0.0001923665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755976,"about_ca_topic_score_gemma":0.00164762,"domain_scores_codex":[0.9984443,0.00009663018,0.0003649788,0.000287475,0.0004298781,0.0003766924],"domain_scores_gemma":[0.998397,0.00003729509,0.0005459693,0.0008251623,0.00006224219,0.0001323469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001096473,0.0001335449,0.00001581402,0.000107426,0.00005597395,0.000001116836,0.02079087,4.306005e-8,0.000005560149,0.05218061,0.9262441,0.0004539831],"study_design_scores_gemma":[0.0001263154,0.00004333749,0.00003853726,0.00004905438,0.000172588,6.18092e-7,0.0001344937,1.726067e-7,5.095533e-7,0.0001626669,0.9989611,0.000310627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002883572,0.09585004,0.00000244092,0.00004741098,0.01661856,0.0002449394,0.0001190404,0.0001701494,0.8869186],"genre_scores_gemma":[0.0016878,0.001162903,0.00002536122,0.0003917716,0.007647777,0.00003793156,0.00003384228,0.0002812489,0.9887314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1018128,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873218331163062,"score_gpt":0.2070515349049002,"score_spread":0.1783193515932695,"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."}}