{"id":"W2345812068","doi":"10.1016/j.bjoms.2016.04.002","title":"Barrie Thomas Evans","year":2016,"lang":"en","type":"article","venue":"British Journal of Oral and Maxillofacial Surgery","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Favourite; George (robot); Specialty; Art history; Family medicine; History; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006849954,0.0008625194,0.000519414,0.001066872,0.001235279,0.002569191,0.0008084013,0.002311201,0.5448837],"category_scores_gemma":[0.004221783,0.0003442999,0.0003233055,0.0005712737,0.0008117348,0.0017862,0.00306516,0.003192257,0.4464811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604957,"about_ca_system_score_gemma":0.001524539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114561,"about_ca_topic_score_gemma":0.005410853,"domain_scores_codex":[0.9992662,0.0000880204,0.00002476666,0.0001690761,0.0003329153,0.0001190214],"domain_scores_gemma":[0.9985728,0.0002943484,0.00008327614,0.000136706,0.0003938231,0.0005189618],"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":[0.00002345098,0.00001714612,0.0001051105,0.00007563638,0.000002247384,0.00008622588,0.00004827073,0.00002788181,0.0001772246,0.00595827,0.8944467,0.09903181],"study_design_scores_gemma":[0.000002124342,0.000004606551,0.00008872533,0.00005318513,8.052526e-7,0.00007877161,0.00002716319,0.000009198796,0.00004390149,0.000768561,0.9989206,0.00000242361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005666876,0.02353454,0.001801294,0.04035133,0.02317133,0.00006029116,0.0004531906,0.0009818469,0.9090796],"genre_scores_gemma":[0.001256326,0.002703528,0.0002478747,0.004727753,0.0007975539,0.00002087542,0.0000586324,0.0001043422,0.9900832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5448837,"threshold_uncertainty_score":0.6491681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07733344802724572,"score_gpt":0.4204717647371142,"score_spread":0.3431383167098685,"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."}}