{"id":"W4205793802","doi":"10.36834/cmej.61857","title":"Head","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Comprehension; Head (geology); Order (exchange); Artificial intelligence; Data science; Programming language; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007164573,0.00109947,0.0007418741,0.001108511,0.002568002,0.004937854,0.001626877,0.003123078,0.794295],"category_scores_gemma":[0.00640377,0.0005535888,0.0008752916,0.0008231261,0.001000816,0.00521766,0.004054763,0.002930199,0.7097688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428929,"about_ca_system_score_gemma":0.002576939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005315603,"about_ca_topic_score_gemma":0.007249217,"domain_scores_codex":[0.9991547,0.000097367,0.00004545769,0.0001981742,0.000330669,0.0001735761],"domain_scores_gemma":[0.9971688,0.0003228766,0.0001212482,0.0002744588,0.001463089,0.0006494578],"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":[0.00005315153,0.00001025889,0.0001686286,0.00009652534,0.000003078703,0.0001414843,0.0001357127,0.00002583481,0.0003805882,0.002973671,0.9442577,0.05175328],"study_design_scores_gemma":[0.000006347354,0.00001422819,0.0001960716,0.00008019359,0.000002839706,0.0002805154,0.0001224797,0.00004080282,0.0002457149,0.00114702,0.9978533,0.00001044654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001508426,0.002739211,0.01116887,0.02362301,0.02060804,0.0003690973,0.007101499,0.01244015,0.9204417],"genre_scores_gemma":[0.007327697,0.001444541,0.00292746,0.01080538,0.002403789,0.0001257275,0.002647392,0.002739869,0.969578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.205705,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078158847975636,"score_gpt":0.3118518982387057,"score_spread":0.3010703097589493,"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."}}