{"id":"W2097938688","doi":"10.18438/b8x31j","title":"The Evidence of Change","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01868476,0.001025573,0.001842837,0.005199584,0.001396267,0.005675992,0.003199594,0.006523176,0.07568951],"category_scores_gemma":[0.1481572,0.00061359,0.002517666,0.003930218,0.00274004,0.00569551,0.003164326,0.00717662,0.01563912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004934987,"about_ca_system_score_gemma":0.0101928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624378,"about_ca_topic_score_gemma":0.00582924,"domain_scores_codex":[0.9790006,0.007899418,0.00304873,0.001748603,0.007628027,0.0006746685],"domain_scores_gemma":[0.9211202,0.04269454,0.00505258,0.004967691,0.02403714,0.002127893],"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":[0.001006533,0.0001077995,0.0009606269,0.04123888,0.0009550862,0.0001708196,0.0001474935,0.0001562111,0.0004032688,0.02680734,0.652778,0.275268],"study_design_scores_gemma":[0.0002397752,0.0002504838,0.002804438,0.07346798,0.001386027,0.000275146,0.0005647048,0.0001031171,0.0008848612,0.02350573,0.8964602,0.00005773471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0009678507,0.4583281,0.001839569,0.2562201,0.1713886,0.0005222587,0.004318218,0.0001278703,0.1062874],"genre_scores_gemma":[0.05369012,0.6152867,0.003992487,0.1783794,0.05839703,0.001605821,0.005811661,0.0001929594,0.08264381],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9243105,"threshold_uncertainty_score":0.2532066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018554812578414,"score_gpt":0.4156591952593741,"score_spread":0.3138037140015327,"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."}}