{"id":"W2151595152","doi":"10.1007/s40037-015-0209-5","title":"Putting performance in context: the perceived influence of environmental factors on work-based performance","year":2015,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Sunnybrook Hospital; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Competence (human resources); Perception; Psychology; Context (archaeology); Applied psychology; Medical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009068516,0.0001763258,0.0002317878,0.0002883949,0.00009508508,0.00001005372,0.000221375,0.0001439654,0.0002247109],"category_scores_gemma":[0.004681297,0.0001229194,0.0000462684,0.0006041283,0.0004901476,0.0001253871,0.00001980318,0.0007188273,0.00004035084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355964,"about_ca_system_score_gemma":0.001368137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003209691,"about_ca_topic_score_gemma":0.000002267937,"domain_scores_codex":[0.997763,0.0001006488,0.0004276687,0.0003203148,0.001152021,0.0002363174],"domain_scores_gemma":[0.9989673,0.0001686242,0.000172262,0.0003766391,0.0001666499,0.0001484842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005567084,0.004246757,0.7482565,0.0001168159,0.00002932374,0.000001401917,0.05935385,0.0009545308,0.0001825813,0.0006211793,0.0009029933,0.1847774],"study_design_scores_gemma":[0.0009380531,0.0005500989,0.9595111,0.000784885,0.00001641283,0.000004471741,0.03507074,0.001939884,0.0003752293,0.00001778819,0.0006827522,0.0001085601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911484,0.0001053894,0.00001668279,0.006905941,0.0003339943,0.0004518325,0.000001180837,0.00002471248,0.00101188],"genre_scores_gemma":[0.9963819,0.00006116489,0.000282349,0.00283358,0.0001871793,0.00007985598,0.000039362,0.0000184699,0.0001161556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112546,"threshold_uncertainty_score":0.5604289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464451253047939,"score_gpt":0.303479688785025,"score_spread":0.2888351762545456,"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."}}