{"id":"W4392107894","doi":"10.15173/m.v1i7.659","title":"MedQuiz","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005572376,0.0004799997,0.0005326528,0.0009947256,0.003475003,0.003741156,0.001124681,0.00290401,0.3141761],"category_scores_gemma":[0.03107849,0.0003537524,0.0007269969,0.0003811729,0.002375303,0.002576578,0.005096882,0.006568915,0.0890133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458632,"about_ca_system_score_gemma":0.008138065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962068,"about_ca_topic_score_gemma":0.01188171,"domain_scores_codex":[0.9951392,0.002471371,0.0001540728,0.0003031096,0.001311275,0.0006207975],"domain_scores_gemma":[0.9883677,0.002879805,0.0003541206,0.0007485541,0.004079535,0.003570195],"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":[0.00006134819,0.00006263656,0.0002916541,0.0001515061,0.000004549926,0.00006306518,0.001628244,0.00002838678,0.0001926402,0.02030383,0.9263232,0.05088903],"study_design_scores_gemma":[0.00002495204,0.00001798565,0.0001876264,0.0001328931,0.00000310342,0.00008222477,0.001128172,0.00002855401,0.00009254483,0.003672558,0.9946202,0.000009218318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005119108,0.00288013,0.01117837,0.2698334,0.03548767,0.0006232506,0.001611253,0.004120759,0.6691461],"genre_scores_gemma":[0.03532942,0.001211503,0.007965315,0.08246402,0.002724152,0.0009315533,0.0006117467,0.001269743,0.8674926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6858239,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006989019236142801,"score_gpt":0.1904462134461152,"score_spread":0.1834571942099724,"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."}}