{"id":"W4307068496","doi":"10.12987/9780300268577-002","title":"Abbreviations","year":2022,"lang":"en","type":"book-chapter","venue":"Yale University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National IT Industry Promotion Agency; Canadian Pulmonary Fibrosis Foundation; Massachusetts Institute of Technology; NDSU Development Foundation","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001207683,0.0003980458,0.0004002301,0.0003894749,0.0005448116,0.00003383596,0.0008339788,0.0002671552,0.004111995],"category_scores_gemma":[0.000008232543,0.0005632564,0.0003361528,0.00001099433,0.0002107041,0.0001188298,0.0009434063,0.0008037325,0.0009469903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007184289,"about_ca_system_score_gemma":0.0001756408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395925,"about_ca_topic_score_gemma":0.00005576533,"domain_scores_codex":[0.9983141,0.00006940726,0.0001810049,0.0005903783,0.0005404425,0.0003046681],"domain_scores_gemma":[0.998401,0.00008564164,0.0003339185,0.0008794488,0.0001264837,0.0001734906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005186223,0.00001281577,0.000001487511,0.00003497569,0.0002170602,0.0002731026,0.0001987421,0.00002553952,0.00002284329,0.9414223,0.05712966,0.0006095985],"study_design_scores_gemma":[0.0004599392,0.00003521644,0.000005250366,0.00004603944,0.0003938564,0.00001223088,0.00002705861,0.00001548185,0.00001726211,0.0006006581,0.9978546,0.0005324257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007796418,0.0001241968,0.00002722207,0.00001276034,0.0002163979,0.000511335,0.002565894,0.0005198515,0.9960145],"genre_scores_gemma":[0.0001733051,0.00005527837,0.0001380482,0.00003736981,0.00009324992,0.000001442435,0.0003086267,0.0001680196,0.9990247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9408216,"threshold_uncertainty_score":0.9998309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428646442493789,"score_gpt":0.2001802292812087,"score_spread":0.1658937648562709,"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."}}