{"id":"W4210719896","doi":"10.1177/2292550318772817","title":"Oral Exam","year":2018,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001249123,0.00006312324,0.0001537057,0.00006510084,0.0003364678,0.000003732929,0.00004468642,0.0001048657,0.00696648],"category_scores_gemma":[0.04097775,0.00004574173,0.00003897518,0.0001418396,0.0001132253,0.0001006925,0.00003148869,0.0002502453,0.005733577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003133901,"about_ca_system_score_gemma":0.0001864569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009536964,"about_ca_topic_score_gemma":0.00003968775,"domain_scores_codex":[0.9986498,0.0004096065,0.0003145715,0.0001425893,0.0001925048,0.0002909203],"domain_scores_gemma":[0.9226609,0.07684046,0.0001170842,0.000134733,0.0001119337,0.0001348252],"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":[0.0002154795,0.0001242419,0.3928722,0.0002926059,0.00004805656,0.00001229785,0.001903231,9.62416e-7,0.0003012838,0.00123585,0.5739748,0.02901901],"study_design_scores_gemma":[0.0002537696,0.00007662731,0.3353239,0.0002297181,0.00002645524,0.000001452939,0.001096171,0.000784643,0.00001374559,0.0004551375,0.6615978,0.0001404998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615396,0.00004527657,0.002239581,0.001101215,0.02251919,0.0001131257,0.000003116584,0.000100841,0.01233804],"genre_scores_gemma":[0.9969638,0.00001088523,0.0002516008,0.000490654,0.001565228,0.00002757658,0.000007410821,0.00001088006,0.0006719924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08762307,"threshold_uncertainty_score":0.9950406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499017524374497,"score_gpt":0.4563041440120365,"score_spread":0.3064023915745868,"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."}}