{"id":"W2142624520","doi":"10.18438/b8101f","title":"Evidence Based Librarianship and Open Access","year":2006,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complement (music); Library science; Access to information; Information access; Computer science; Evidence-based practice; World Wide Web; Sociology; Political science; Medicine","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.04336977,0.0004536791,0.001225699,0.007574932,0.003206591,0.02350454,0.002117338,0.009864772,0.01995786],"category_scores_gemma":[0.1285505,0.0006107879,0.0008125458,0.009096378,0.02846121,0.01954285,0.01549567,0.006376141,0.005551314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004831485,"about_ca_system_score_gemma":0.01340234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600082,"about_ca_topic_score_gemma":0.001704751,"domain_scores_codex":[0.9017482,0.05003471,0.009315517,0.003331656,0.03279587,0.002774036],"domain_scores_gemma":[0.8315042,0.1072079,0.01559974,0.01554178,0.02192526,0.00822117],"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":[0.00004100734,0.0000901369,0.0009131311,0.001403567,0.00004704313,0.0002067103,0.001894049,0.0001896544,0.0001033346,0.8148879,0.02657919,0.1536443],"study_design_scores_gemma":[0.00003844775,0.00008401461,0.001345407,0.004208456,0.00003624381,0.0008215264,0.001790736,0.0001431422,0.0002831729,0.5139132,0.4772894,0.00004631099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004027342,0.1619855,0.03418877,0.220625,0.005004066,0.0002618507,0.000160443,0.0001723648,0.5735747],"genre_scores_gemma":[0.4040456,0.247832,0.07674417,0.1080357,0.02334294,0.001318627,0.0005232003,0.0003131428,0.1378447],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9978827,"threshold_uncertainty_score":0.229364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416504850646381,"score_gpt":0.5032609507375496,"score_spread":0.2616104656729115,"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."}}