{"id":"W4200279695","doi":"10.2307/j.ctv1zvccnm.24","title":"CONCLUSION","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001437371,0.0003898657,0.0005069838,0.0001615231,0.0001279629,0.00006332489,0.0002610789,0.0005011304,0.0174774],"category_scores_gemma":[0.00007115024,0.000421818,0.0002252049,0.00005701096,0.0001188428,0.00004277132,0.0005212174,0.00035898,0.04798275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642119,"about_ca_system_score_gemma":0.0004308461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005052753,"about_ca_topic_score_gemma":0.00006557911,"domain_scores_codex":[0.9983959,0.00002117368,0.0002961649,0.0005369193,0.0005034554,0.0002464232],"domain_scores_gemma":[0.9984161,0.00006786227,0.0002138933,0.0008289923,0.000309954,0.0001631987],"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":[0.00004869531,0.00001887628,0.000003580369,0.00005709281,0.00012577,0.001185876,0.00008810336,0.000002906395,0.002286083,0.3435629,0.6504652,0.00215493],"study_design_scores_gemma":[0.0004083652,0.00003089656,0.000004744406,0.0003328316,0.0001014792,0.00004709339,0.000007327283,0.000009517277,0.0002870009,0.005001838,0.9933165,0.0004523509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007278765,0.004472338,0.000003674513,0.00008562213,0.0007974275,0.0003454092,0.0004127239,0.0002430188,0.993567],"genre_scores_gemma":[0.0007709013,0.0001680139,0.0001467982,0.0002492286,0.0005374459,0.000009817915,0.0004468377,0.0003630496,0.9973079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3428513,"threshold_uncertainty_score":0.9998234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373773273701752,"score_gpt":0.2499755877151791,"score_spread":0.2262378549781616,"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."}}