{"id":"W2319361166","doi":"10.1097/acm.0b013e31826d56ca","title":"Finding Potential in Balance","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"The Impact of Diversity and Innovation on Society","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diversity (politics); Conversation; Context (archaeology); Sociology; Standardization; Public relations; Narrative; Pedagogy; Medical education; Psychology; Political science; Medicine; Linguistics; Law","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":[0.01942508,0.0009563759,0.001540923,0.00202371,0.0162462,0.02481131,0.003407875,0.01265777,0.06549221],"category_scores_gemma":[0.03450525,0.0005955566,0.001006298,0.001315932,0.03956776,0.04008951,0.0345611,0.01428349,0.01181675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007291604,"about_ca_system_score_gemma":0.01419157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491793,"about_ca_topic_score_gemma":0.003261231,"domain_scores_codex":[0.9795753,0.009447987,0.0005928125,0.003148207,0.003276155,0.003959512],"domain_scores_gemma":[0.9811673,0.006219388,0.001144532,0.002142309,0.002536063,0.006790573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004972608,0.0000590138,0.001320819,0.0001757856,0.00002889563,0.0006277821,0.02534693,0.0001200047,0.0003263436,0.8098297,0.1120202,0.05009491],"study_design_scores_gemma":[0.00001636132,0.00003272181,0.0002627999,0.0004656964,0.000008802369,0.0003223906,0.02316241,0.00008334031,0.0001017664,0.3264737,0.6490477,0.00002225746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01314683,0.01147844,0.01452171,0.4842013,0.007645918,0.0001141031,0.0001713529,0.0001926898,0.4685277],"genre_scores_gemma":[0.5964125,0.009648856,0.01007946,0.2055639,0.0066235,0.0005392478,0.0003891546,0.000661487,0.170082],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06549221,"threshold_uncertainty_score":0.2190933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06885485825671586,"score_gpt":0.3849364644130769,"score_spread":0.3160816061563611,"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."}}