{"id":"W4221039592","doi":"10.1093/oso/9780197600122.001.0001","title":"A Better Ape","year":2022,"lang":"en","type":"book","venue":"","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006757246,0.0006027354,0.0004488133,0.0007321624,0.00255865,0.005235329,0.0004475434,0.002324375,0.07243355],"category_scores_gemma":[0.001727569,0.0001944374,0.0003140608,0.0007709875,0.003365501,0.005403237,0.002107115,0.004220587,0.01599327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681235,"about_ca_system_score_gemma":0.0003865105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572267,"about_ca_topic_score_gemma":0.001854531,"domain_scores_codex":[0.999246,0.0002414673,0.00003061819,0.0002025219,0.0001783883,0.0001010123],"domain_scores_gemma":[0.9990985,0.0003228846,0.00008589151,0.0001322614,0.0002378993,0.0001226236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007645656,0.00008448608,0.002173589,0.0003869713,0.00003989295,0.001501685,0.01013657,0.0002694216,0.001881936,0.3926624,0.4263688,0.1644179],"study_design_scores_gemma":[0.000003897421,0.00003144518,0.0006450865,0.00006978847,0.000004497551,0.0009369819,0.001132656,0.00005794618,0.0001311081,0.01309445,0.9838854,0.000006779769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02525059,0.03211733,0.005162306,0.07889738,0.01304798,0.00004935513,0.0006306339,0.0003700855,0.8444744],"genre_scores_gemma":[0.1425546,0.0108111,0.003914285,0.02503702,0.003846934,0.00005427932,0.0004899537,0.0003146734,0.8129773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07243355,"threshold_uncertainty_score":0.2423144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163953792614731,"score_gpt":0.2730242755090592,"score_spread":0.1566288962475861,"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."}}