{"id":"W1514244827","doi":"10.18438/b82626","title":"Evidence Based Librarianship Backgrounder","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Library science; Computer science; Data science; Information retrieval; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02225306,0.000890721,0.002016354,0.009766503,0.001812225,0.00810605,0.003219655,0.007746581,0.4074486],"category_scores_gemma":[0.1087641,0.0005855184,0.001692468,0.008506158,0.001416594,0.007583921,0.004032691,0.004083047,0.1716587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057734,"about_ca_system_score_gemma":0.01074634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584432,"about_ca_topic_score_gemma":0.002928993,"domain_scores_codex":[0.9710221,0.009320104,0.006615599,0.001611376,0.01007678,0.001354093],"domain_scores_gemma":[0.8720128,0.02927645,0.0134418,0.01021762,0.06732363,0.007727726],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000537334,0.0001948425,0.0008824992,0.01785176,0.0001384384,0.0002806092,0.0001136432,0.00004388292,0.0003060291,0.003979652,0.6769333,0.298738],"study_design_scores_gemma":[0.0001452858,0.0001525044,0.00203665,0.02863079,0.0002163648,0.0003957663,0.0001782571,0.00003992301,0.0004531349,0.002043569,0.9656798,0.00002799331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002107822,0.1572708,0.004575917,0.2197608,0.1425226,0.002401161,0.01418579,0.0008941146,0.456281],"genre_scores_gemma":[0.03121077,0.1605425,0.006198798,0.1182195,0.06628574,0.002433478,0.01293361,0.0006434094,0.6015323],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.977747,"threshold_uncertainty_score":0.8452026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841314698160607,"score_gpt":0.4384707116152161,"score_spread":0.2543392417991553,"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."}}