{"id":"W4392117775","doi":"10.15173/m.v1i32.1673","title":"Cover","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cover (algebra); Medicine; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002943304,0.00006192151,0.0000553648,0.00002338355,0.0001099729,0.00001953356,0.0002793934,0.00001638972,0.006195954],"category_scores_gemma":[0.000120708,0.00003523574,0.00002619844,0.0001726793,0.0002716668,0.00004248472,0.00004299965,0.00005916164,0.3386392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004332299,"about_ca_system_score_gemma":0.0001016581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003313999,"about_ca_topic_score_gemma":0.000007752851,"domain_scores_codex":[0.9994565,0.0000532183,0.00006235117,0.0000971134,0.0001434781,0.0001873184],"domain_scores_gemma":[0.9993654,0.0000497496,0.00002904382,0.0004506679,0.00004371743,0.00006142414],"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":[0.00002052754,0.00004554315,0.0006310671,0.000001225766,0.00001648256,3.489712e-7,0.002962487,8.22421e-8,0.01638075,0.002679797,0.97685,0.0004117023],"study_design_scores_gemma":[0.0001309599,0.00003407411,0.01315061,0.000004638734,0.00001906575,0.00001119961,0.0003271891,0.0000137897,0.0326249,0.001292221,0.9523013,0.00009001288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8963171,0.00006658718,0.000006056312,0.001496721,0.0008706761,0.00009136547,0.000007644375,0.00009081639,0.1010531],"genre_scores_gemma":[0.9848685,5.556869e-7,0.0001059393,0.0009228317,0.001255055,0.00001197737,0.000001137469,0.00003636489,0.01279759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3324432,"threshold_uncertainty_score":0.9947125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132522933992458,"score_gpt":0.302484441982895,"score_spread":0.2811592126429704,"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."}}