{"id":"W4237621422","doi":"10.1016/s1701-2163(16)32336-2","title":"2006 Peer Reviewers","year":2006,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Peer review; Family medicine; Medical education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002285244,0.00006114857,0.0001398208,0.0001039288,0.00003807833,0.00001369902,0.00005198023,0.00004891516,0.002987725],"category_scores_gemma":[0.0004619625,0.00005515202,0.00002623456,0.0001153316,0.0000147888,0.00005529015,0.000004602597,0.0001378082,0.00001324328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788723,"about_ca_system_score_gemma":0.0001699088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000489764,"about_ca_topic_score_gemma":0.01589823,"domain_scores_codex":[0.9993224,0.00001992053,0.0002733543,0.0000392817,0.0002397313,0.0001053025],"domain_scores_gemma":[0.9993975,0.0002010732,0.00008084586,0.00004565609,0.000216759,0.00005821006],"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":[2.599083e-7,0.000009938044,0.009212947,0.00003362096,0.0000216362,0.0001343297,0.00002613402,0.009950449,0.00005790181,0.0000335774,0.9378468,0.04267238],"study_design_scores_gemma":[0.0004125621,0.00002948614,0.314751,0.000002350656,0.00002403958,0.00001315826,0.00004302674,0.0009421936,0.00001192932,0.0001110016,0.6835762,0.00008304197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151013,0.01425981,0.0004138602,0.0004693393,0.04565431,0.00009843397,0.00001319413,0.00002049522,0.02396925],"genre_scores_gemma":[0.9977973,0.0001993413,0.0002031829,0.0001379066,0.0001300583,6.353986e-7,0.000002794209,0.000008538058,0.001520289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.305538,"threshold_uncertainty_score":0.9979237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216680742366166,"score_gpt":0.2191849107076637,"score_spread":0.2070181032840021,"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."}}