{"id":"W6903122406","doi":"10.7916/d80307tq","title":"Part 1. Page 25","year":2018,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000490774,0.000125997,0.0002657703,0.000121784,0.004569194,0.0002127842,0.0007718508,0.0003777735,0.002918005],"category_scores_gemma":[0.000196384,0.0002282714,0.0001657024,0.001548244,0.001915648,0.0004271309,0.0003897916,0.0005645036,0.0002571382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580672,"about_ca_system_score_gemma":0.0003620735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08403403,"about_ca_topic_score_gemma":0.7199325,"domain_scores_codex":[0.9979011,0.0003393025,0.00023476,0.0004375869,0.0004002962,0.0006869151],"domain_scores_gemma":[0.9986209,0.0001993788,0.0001418608,0.0003968652,0.0002824948,0.0003585517],"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":[0.00001730968,0.00008416733,0.1162001,0.00001027582,0.00009980566,0.00006225827,0.005491334,9.439041e-7,0.00005539801,0.02304723,0.8447739,0.01015723],"study_design_scores_gemma":[0.0004324608,0.00006547495,0.02643845,0.00003590478,0.00007605883,0.000002274218,0.004686147,0.00001918353,0.000001960659,0.0009869235,0.9669656,0.000289601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2754091,0.0001409214,0.00003958537,0.002718697,0.001064039,0.0004919064,0.00005586512,0.0003479932,0.7197319],"genre_scores_gemma":[0.6997712,0.0003452604,0.00008517996,0.0002047197,0.0009350699,0.000002768855,0.000006954213,0.00001685766,0.2986319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6358985,"threshold_uncertainty_score":0.9979935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993688260022819,"score_gpt":0.2639029746279951,"score_spread":0.2339660920277669,"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."}}