{"id":"W2615918016","doi":"10.1017/cem.2017.25","title":"A writer’s guide to education scholarship: Qualitative education scholarship (part 2)","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Ottawa; Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; Queen's University; McMaster University","funders":"","keywords":"Scholarship; Medicine; Qualitative research; Sociology; Social science; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04822027,0.001920293,0.003215318,0.01218722,0.006471441,0.01271953,0.005312714,0.01438278,0.03260168],"category_scores_gemma":[0.1437541,0.001645169,0.002168628,0.009635832,0.01060077,0.01021007,0.01311538,0.01946792,0.01852771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006159156,"about_ca_system_score_gemma":0.04070407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043174,"about_ca_topic_score_gemma":0.03001116,"domain_scores_codex":[0.9620196,0.01915153,0.005526328,0.001565582,0.01053065,0.001206365],"domain_scores_gemma":[0.8070516,0.1485763,0.005119006,0.004595481,0.02885152,0.00580612],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000110509,0.00003961797,0.0000388238,0.002403272,0.0000088229,0.00005974204,0.001624954,0.00002356346,0.0001141946,0.003869465,0.9225355,0.06927093],"study_design_scores_gemma":[0.0000221006,0.0000205138,0.0002484014,0.01151489,0.00001540204,0.0002682967,0.001598494,0.00007549849,0.00007470023,0.007548986,0.9785787,0.00003399542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0002054315,0.2610076,0.01823824,0.5088044,0.1890206,0.001492126,0.001012716,0.0008856233,0.01933329],"genre_scores_gemma":[0.003149202,0.2665783,0.04588403,0.5263059,0.08175484,0.01008024,0.00110179,0.001246091,0.06389953],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9517797,"threshold_uncertainty_score":0.2550161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3932481592314667,"score_gpt":0.5825442018280825,"score_spread":0.1892960425966158,"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."}}