{"id":"W2039059850","doi":"10.5840/envirophil20129218","title":"The Truth about Animals","year":2012,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Applied philosophy; Contemporary philosophy; General interest; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006185509,0.0003786644,0.0001981466,0.00002165501,0.001038208,0.00005176533,0.0006007174,0.0001646248,0.003703648],"category_scores_gemma":[0.00004361479,0.0002819208,0.0001900498,0.0001307666,0.001403704,0.0005647113,0.0006525309,0.0004829726,0.01344309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003978737,"about_ca_system_score_gemma":0.000002633615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001191137,"about_ca_topic_score_gemma":0.000001297497,"domain_scores_codex":[0.9973204,0.0001471272,0.0003919833,0.0004375554,0.0007901057,0.0009128208],"domain_scores_gemma":[0.9983864,0.0003437774,0.0001487698,0.0007019588,5.528463e-7,0.0004185866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004741192,0.002789274,0.7270073,0.00003955549,0.0002911411,0.00003953397,0.003460523,0.0007425228,0.06138852,0.1449125,0.01519287,0.04366207],"study_design_scores_gemma":[0.0009241946,0.0002615521,0.5741268,0.00001964896,0.00007627668,0.00007239097,0.0002778264,0.00006736496,0.006904265,0.1061586,0.3099425,0.001168556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7052145,0.003263392,0.00007118266,0.003613592,0.001582677,0.0005744054,0.00005789328,0.0001558949,0.2854665],"genre_scores_gemma":[0.9968926,0.0004452369,0.0003771877,0.0009102542,0.0007850667,0.00005948152,0.00001849366,0.00006181774,0.0004498979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2947496,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413970665885291,"score_gpt":0.2164342709468827,"score_spread":0.2022945642880298,"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."}}