{"id":"W2944208231","doi":"","title":"OSCEs Unplugged: critical exploration of stakeholder perspectives","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stakeholder; Computer science; Political science; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04689934,0.0007942652,0.0004666105,0.002906701,0.02728615,0.01938201,0.002334738,0.008025243,0.00788454],"category_scores_gemma":[0.09547823,0.0004922769,0.000660506,0.002576434,0.01902096,0.01399428,0.01211244,0.01316184,0.0005801998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0170661,"about_ca_system_score_gemma":0.04383237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02771978,"about_ca_topic_score_gemma":0.06585407,"domain_scores_codex":[0.9660172,0.02055353,0.0007154457,0.001074303,0.006701818,0.00493754],"domain_scores_gemma":[0.9013034,0.06175084,0.004442566,0.002754622,0.02156213,0.008186503],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009251601,0.00007656137,0.003086634,0.0003883394,0.00001863512,0.002475313,0.6922711,0.0002205904,0.001089879,0.1981214,0.07091077,0.03124832],"study_design_scores_gemma":[0.000005330485,0.00002300793,0.00112752,0.0004630078,0.000009757996,0.0001778596,0.8267842,0.0001167471,0.000384136,0.01367951,0.1571988,0.00003005789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2669706,0.003345526,0.009104019,0.4942907,0.006282459,0.0003825921,0.0003057728,0.0001198293,0.2191986],"genre_scores_gemma":[0.9567339,0.001506922,0.002201054,0.0237574,0.0007458298,0.0001842725,0.00004979238,0.0001197409,0.01470109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9531007,"threshold_uncertainty_score":0.2480304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309839395340725,"score_gpt":0.3428366479542567,"score_spread":0.3118527084201842,"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."}}