{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001238486,0.00005269869,0.00004124804,0.00001888275,0.00002431211,0.000005638777,0.00009658375,0.00002631476,0.0002413795],"category_scores_gemma":[0.00001657564,0.000032601,0.00001744925,0.00009745684,0.00002203224,0.00004809018,0.000007252618,0.00008063538,0.0005039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002532187,"about_ca_system_score_gemma":0.000007601855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003552836,"about_ca_topic_score_gemma":1.884841e-7,"domain_scores_codex":[0.9996526,0.000005313342,0.00005516384,0.00002816935,0.00006806097,0.0001907143],"domain_scores_gemma":[0.9997257,0.00002775259,0.000003626265,0.0001332313,0.000003969615,0.0001057095],"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":[0.000004137697,0.00025038,0.003254653,0.000481731,0.0001580721,4.234793e-7,0.01944869,0.000364576,0.03042021,0.01278027,0.8462835,0.08655333],"study_design_scores_gemma":[0.0001031173,0.000008466184,0.03803429,0.0000230457,0.00002889783,0.00002364452,0.0006034141,0.001463928,0.01537649,0.0003559566,0.9437069,0.0002718747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751228,0.00332678,0.0009773155,0.00199558,0.007778861,0.00007247166,0.000001514517,0.0004145469,0.01031012],"genre_scores_gemma":[0.9981112,0.00002631474,0.000259448,0.0001010113,0.00104921,0.00002156693,0.00000231074,0.00001352025,0.0004153426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09742336,"threshold_uncertainty_score":0.6476783,"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."}}