{"id":"W4412928987","doi":"10.1093/9780198956303.003.0006","title":"Epilogue","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Ethics, Aesthetics, and Art","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"History","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":[0.001652112,0.0007001751,0.0004666944,0.003627909,0.0023087,0.005130045,0.001170492,0.002450471,0.3159593],"category_scores_gemma":[0.011163,0.0002935891,0.0004388773,0.001998305,0.001558373,0.004218357,0.00300565,0.003756841,0.08608701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325378,"about_ca_system_score_gemma":0.002512827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247824,"about_ca_topic_score_gemma":0.003877483,"domain_scores_codex":[0.9988344,0.000366351,0.0000706764,0.000121083,0.000441902,0.0001655386],"domain_scores_gemma":[0.9962999,0.001543625,0.0001544376,0.0002770338,0.001378379,0.0003465665],"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":[0.0000347539,0.00000964243,0.00007537806,0.0004471792,0.000001653809,0.000152336,0.0003956923,0.00003398968,0.0001317542,0.0150269,0.9525846,0.03110601],"study_design_scores_gemma":[0.000001717962,0.000004206846,0.00006904196,0.0001364564,5.500192e-7,0.00005937996,0.000134379,0.000006165973,0.00003579432,0.0009426695,0.998607,0.000002655528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001421767,0.01075115,0.003272415,0.08576526,0.1679392,0.0009012511,0.01280253,0.001133339,0.7160133],"genre_scores_gemma":[0.01899194,0.01202038,0.002768013,0.0487889,0.04456722,0.001612999,0.007989679,0.001311808,0.8619491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3159593,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899071214530961,"score_gpt":0.2288841590586597,"score_spread":0.1698934469133501,"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."}}