{"id":"W4245926990","doi":"10.4212/cjhp.v70i5.1705","title":"Choosing Excellence","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Computer science; Philosophy; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.004288161,0.0005113084,0.0005987889,0.00196607,0.007154807,0.01285276,0.001213666,0.002810908,0.1255682],"category_scores_gemma":[0.01151404,0.0001865309,0.0007544183,0.001767744,0.003649741,0.008219725,0.008846816,0.005031242,0.04288333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411393,"about_ca_system_score_gemma":0.007288819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749671,"about_ca_topic_score_gemma":0.01109576,"domain_scores_codex":[0.9927706,0.001675553,0.0002285061,0.0006550467,0.002567345,0.002102961],"domain_scores_gemma":[0.989333,0.0007507504,0.0003210538,0.0005651499,0.002338202,0.006691822],"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":[0.00006189337,0.0001395659,0.003782736,0.000102595,0.0000252934,0.0002737489,0.002962537,0.0001246088,0.0002613778,0.4488815,0.4427482,0.100636],"study_design_scores_gemma":[0.00001875712,0.0000613215,0.001719234,0.0001428216,0.00001103886,0.0003401689,0.006432365,0.0001168074,0.000221683,0.09959849,0.8913094,0.00002786874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0115944,0.0008555314,0.003888477,0.04635878,0.003224727,0.00008471481,0.0001988118,0.0002172379,0.9335772],"genre_scores_gemma":[0.2593358,0.001103751,0.00849444,0.03344033,0.001225215,0.0001372917,0.0004910826,0.0005426724,0.6952295],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1255682,"threshold_uncertainty_score":0.4200676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367146423946817,"score_gpt":0.2552251216999372,"score_spread":0.2185104793052555,"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."}}