{"id":"W7096743515","doi":"","title":"SUMMARY","year":2015,"lang":"en","type":"article","venue":"","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Focus (optics); Control (management); Subject (documents); Presentation (obstetrics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002123747,0.0006097752,0.0006701548,0.001704066,0.001430896,0.002411257,0.001304308,0.001211851,0.4175552],"category_scores_gemma":[0.01080464,0.0002486913,0.0005531262,0.001376552,0.0003307917,0.002155062,0.002097194,0.001966025,0.2334687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314245,"about_ca_system_score_gemma":0.002234776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008556174,"about_ca_topic_score_gemma":0.01255985,"domain_scores_codex":[0.9982168,0.0003855416,0.0001047352,0.0003735736,0.0007097975,0.0002094727],"domain_scores_gemma":[0.9930912,0.001447392,0.0002484015,0.0005599362,0.003845386,0.0008076573],"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":[0.00003471702,0.000006603315,0.0001914885,0.00009366735,0.00000365672,0.0000374923,0.00007390776,0.0000279736,0.00005969056,0.003191931,0.9743116,0.02196731],"study_design_scores_gemma":[0.000002901562,0.000004638102,0.0004050563,0.00005378633,0.000001792878,0.00002805137,0.00008151687,0.00001614609,0.00004682539,0.0005769952,0.998779,0.000003157124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002320672,0.02219369,0.006171273,0.287103,0.1169067,0.0005251748,0.03511125,0.001961804,0.5277065],"genre_scores_gemma":[0.02094685,0.009707564,0.002238189,0.05868651,0.01441691,0.0003194879,0.01346459,0.0007637462,0.8794562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5824448,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876992966395243,"score_gpt":0.4198102651441927,"score_spread":0.2321109685046683,"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."}}