{"id":"W2473298344","doi":"10.11575/jah.v0i0.53285.g40637","title":"Synergistic Research in Medical Education: Some Philosophical Reflections","year":2016,"lang":"en","type":"article","venue":"University of Calgary","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Epistemology; Excellence; Perspective (graphical); Engineering ethics; Rigour; Field (mathematics); Sociology; Philosophical methodology; Qualitative research; Social science; Philosophy; Computer 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":[0.2314276,0.001327881,0.002074837,0.006442121,0.01482055,0.02358195,0.006414045,0.0213942,0.003484091],"category_scores_gemma":[0.09101186,0.001561464,0.001991198,0.005097223,0.1613599,0.04367093,0.034695,0.0221434,0.0007451305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01610321,"about_ca_system_score_gemma":0.01581818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248121,"about_ca_topic_score_gemma":0.002507254,"domain_scores_codex":[0.8226917,0.145168,0.004833864,0.00537821,0.01909296,0.002835302],"domain_scores_gemma":[0.8183974,0.1575781,0.004039029,0.00710802,0.009393849,0.003483591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001445865,0.00003260704,0.0001034699,0.0002236249,0.00001241712,0.00007809842,0.01214401,0.0002269063,0.00006637628,0.9800317,0.001781938,0.005284479],"study_design_scores_gemma":[0.00005407653,0.00005111691,0.0001094419,0.0007055392,0.000009710787,0.0002270077,0.01411082,0.0008324473,0.0001782575,0.935443,0.04824898,0.00002955577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007166924,0.03871048,0.08407004,0.8152455,0.003551337,0.0001965243,0.00002246965,0.00006055812,0.05097621],"genre_scores_gemma":[0.6166147,0.04369848,0.1679547,0.1503284,0.009848244,0.002789832,0.00005051328,0.0001727314,0.008542398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2314276,"threshold_uncertainty_score":0.9477867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05786148458674498,"score_gpt":0.3872406869118993,"score_spread":0.3293792023251543,"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."}}