{"id":"W4395010243","doi":"10.1017/epi.2024.17","title":"Deep Agreements","year":2024,"lang":"en","type":"article","venue":"Episteme","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Chemistry; Business","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":[0.02356158,0.0006890601,0.001256407,0.002224962,0.006160668,0.01204438,0.002412391,0.005919343,0.01256898],"category_scores_gemma":[0.04853766,0.0005206636,0.00108481,0.002130993,0.03918783,0.01539794,0.01241275,0.007044441,0.002216938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004568852,"about_ca_system_score_gemma":0.00506721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349353,"about_ca_topic_score_gemma":0.0009143139,"domain_scores_codex":[0.9588355,0.02317036,0.002157757,0.005752606,0.007619551,0.002464135],"domain_scores_gemma":[0.9428463,0.03187361,0.004664684,0.0111526,0.007150738,0.002312054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004982222,0.000003816951,0.0001316009,0.00003343323,0.00000594782,0.00002409543,0.001540636,0.0001678076,0.00006090579,0.9948409,0.0006952891,0.002490632],"study_design_scores_gemma":[0.000003346658,0.000006818717,0.00008278325,0.00007300596,0.000004044617,0.00002952164,0.0007464763,0.0003917337,0.0001047275,0.977172,0.02137864,0.000006898988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03787702,0.003750253,0.3256369,0.04095119,0.001082969,0.0002907683,0.0003128037,0.0002116955,0.5898863],"genre_scores_gemma":[0.9382265,0.001364441,0.02966616,0.004436754,0.0005070731,0.0003367809,0.0001681888,0.0001242508,0.02516992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02356158,"threshold_uncertainty_score":0.124607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06704883959129587,"score_gpt":0.2843049394522583,"score_spread":0.2172560998609624,"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."}}