{"id":"W1524202873","doi":"10.18438/b8zp57","title":"Evidence Based Practice: An Opportunity?","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","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":[0.06455839,0.001485111,0.003708031,0.004544979,0.003360217,0.01166327,0.004763131,0.02056324,0.06997354],"category_scores_gemma":[0.2511728,0.001022418,0.002526698,0.004802245,0.006462255,0.02537548,0.01170851,0.02034472,0.02365263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005784619,"about_ca_system_score_gemma":0.02100974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002977129,"about_ca_topic_score_gemma":0.006389556,"domain_scores_codex":[0.9589208,0.02037155,0.005540164,0.0020106,0.01141141,0.00174541],"domain_scores_gemma":[0.7207004,0.1510285,0.01194006,0.01081267,0.08471424,0.02080409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003663815,0.00006646204,0.0001977154,0.02115745,0.0001587408,0.0001428949,0.0002028489,0.00008853027,0.0001648251,0.03060319,0.7912491,0.1556017],"study_design_scores_gemma":[0.0001498954,0.0001048268,0.000480497,0.05935632,0.0002050301,0.0002961452,0.001053699,0.0001594728,0.0001340253,0.04050977,0.8974607,0.00008971867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009107305,0.13,0.001478291,0.7173675,0.1397639,0.0001084272,0.0002918764,0.00007109124,0.0108279],"genre_scores_gemma":[0.01018931,0.3032859,0.00717708,0.5010377,0.1445611,0.0008874076,0.0006538016,0.0001929682,0.0320148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06997354,"threshold_uncertainty_score":0.3414215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545795001392996,"score_gpt":0.4645356127423016,"score_spread":0.309956112603002,"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."}}