{"id":"W4241191553","doi":"10.7551/mitpress/11868.003.0021","title":"References","year":2019,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Nature; University of Toronto; Centers for Disease Control and Prevention; Economic and Social Research Institute; National Institute for Occupational Safety and Health; Directorate for Biological Sciences; University of South Carolina; Royal Society; Smithfield Foods; U.S. Department of Health and Human Services","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":[],"category_scores_codex":[0.0003654528,0.0005715031,0.0005475272,0.00009038868,0.0001243381,0.0001237167,0.001463447,0.0004287424,0.0006086503],"category_scores_gemma":[0.00001461269,0.0003626838,0.0002424242,0.000002650585,0.0003906911,0.00003699156,0.0004876078,0.000874639,0.01953779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006653298,"about_ca_system_score_gemma":0.000128699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001920366,"about_ca_topic_score_gemma":0.00009515796,"domain_scores_codex":[0.9979625,0.0000718542,0.0003714887,0.0005428247,0.0006564604,0.0003948626],"domain_scores_gemma":[0.9972906,0.0001953254,0.0004341667,0.001879429,0.000118592,0.00008189072],"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":[0.00008450536,0.000004332279,5.499441e-7,0.00006098928,0.0003811357,0.00001162007,0.0005327617,0.000003394622,0.0002312168,0.945279,0.04667254,0.006737952],"study_design_scores_gemma":[0.0002051725,0.00004423435,0.000004563668,0.0002756979,0.0003261717,0.00001166226,0.00000439673,0.000009209902,0.0006154231,0.03279997,0.9652256,0.0004779541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000036875,0.001915644,0.000002538654,0.00001741814,0.0004412318,0.000861767,0.0003506331,0.0003203787,0.9960535],"genre_scores_gemma":[0.003265215,0.00003316585,0.0000264699,0.000115131,0.0004223125,0.00002985416,0.00003503179,0.000339747,0.9957331],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.918553,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09418913996687524,"score_gpt":0.2657414370086615,"score_spread":0.1715522970417863,"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."}}