{"id":"W1993046496","doi":"10.1197/j.aem.2006.10.103","title":"Commuting Professional Development","year":2007,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Citation; Library science; Medicine; Health science; Medical education; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008418483,0.0002548147,0.0001534481,0.001130151,0.002437896,0.002038014,0.0009194635,0.0004653223,0.1220533],"category_scores_gemma":[0.002373839,0.0001383642,0.0002475343,0.0008886161,0.0002972542,0.0007852202,0.001985015,0.0007834892,0.02495741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278663,"about_ca_system_score_gemma":0.009755588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288328,"about_ca_topic_score_gemma":0.04159145,"domain_scores_codex":[0.9991793,0.0001540497,0.0000370365,0.00009626989,0.0002326265,0.0003007228],"domain_scores_gemma":[0.9935822,0.0001992974,0.0001753326,0.0002964379,0.001736315,0.00401043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001271078,0.001057041,0.05510749,0.0003354761,0.00001390976,0.0002282937,0.005800697,0.0004242297,0.001556971,0.01393719,0.2309217,0.6904898],"study_design_scores_gemma":[0.00002409687,0.0002833561,0.1256435,0.0001861084,0.000008603744,0.0002057908,0.01073549,0.0003630437,0.0007373599,0.001846537,0.8599534,0.0000127728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1109737,0.0008185512,0.002710287,0.009288453,0.001027336,0.0004720766,0.001698093,0.0004250504,0.8725865],"genre_scores_gemma":[0.3123577,0.0008303776,0.004224341,0.000925723,0.0001988359,0.0002227689,0.001896987,0.0000737847,0.6792694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1220533,"threshold_uncertainty_score":0.4083089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2831942591476762,"score_gpt":0.5142558239248526,"score_spread":0.2310615647771764,"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."}}