{"id":"W2796408310","doi":"","title":"What are faculty members' expectations for writing competence in medical students?","year":2017,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Competence (human resources); Medical education; Psychology; Pedagogy; Mathematics education; Medicine; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02184608,0.0002496825,0.0004603454,0.002040481,0.002748276,0.00858821,0.001238427,0.001742561,0.00384285],"category_scores_gemma":[0.1427189,0.0003770577,0.0006688595,0.0009478005,0.0025746,0.00288598,0.002437293,0.002055194,0.0009166818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163622,"about_ca_system_score_gemma":0.007089984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005063639,"about_ca_topic_score_gemma":0.006822969,"domain_scores_codex":[0.9805166,0.009075246,0.001779718,0.0006187502,0.005364357,0.002645303],"domain_scores_gemma":[0.8322182,0.07006858,0.02815577,0.002646331,0.02108833,0.04582275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005576522,0.0008148504,0.7891365,0.0002554048,0.0001468234,0.0007099946,0.1310516,0.0003914213,0.001818904,0.002014869,0.00581338,0.0672885],"study_design_scores_gemma":[0.00006860113,0.0006430773,0.6965966,0.0003876217,0.0000665019,0.001025157,0.2897926,0.00103523,0.001683657,0.00244605,0.006102337,0.0001526276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843864,0.0003312392,0.0004357388,0.005659991,0.00009600655,0.00002723337,0.0000703285,0.00002581629,0.008967304],"genre_scores_gemma":[0.9989247,0.00007828783,0.0001510228,0.0002737229,0.00002506327,0.0000144315,0.00003292401,0.000009610259,0.0004902423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184608,"threshold_uncertainty_score":0.1155345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034614874131764,"score_gpt":0.3433011636344998,"score_spread":0.3229550148931821,"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."}}