{"id":"W277088041","doi":"10.29173/slw6971","title":"School Libraries and Evidence-based Practice: An Integrated Approach to Evidence","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Evidence-based practice; Medical library; Work (physics); School library; Focus (optics); Sociology; Political science; Public relations; Medicine; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008324019,0.0003859789,0.0004553564,0.0008517759,0.002295937,0.0008305032,0.001031126,0.0003114387,0.00136887],"category_scores_gemma":[0.05817384,0.0003170684,0.00005730172,0.003218546,0.0004780793,0.01512191,0.0003870599,0.002079233,0.001121851],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855445,"about_ca_system_score_gemma":0.01255136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811775,"about_ca_topic_score_gemma":0.0002935338,"domain_scores_codex":[0.992758,0.00196393,0.001159751,0.001056502,0.001135519,0.001926328],"domain_scores_gemma":[0.9843707,0.009456974,0.0003861623,0.001056444,0.0006693002,0.004060427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005076708,0.0004958932,0.4453353,0.001652026,0.00004464475,0.0000298967,0.009850668,0.0001000817,0.0007143368,0.0193499,0.4962267,0.02112388],"study_design_scores_gemma":[0.0009629067,0.0009774108,0.468449,0.004963832,0.00004606271,0.00001048766,0.05311587,0.001229031,0.0006804094,0.003152496,0.4654438,0.000968705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.45338,0.0412036,0.09688596,0.3040542,0.006812367,0.01574941,0.00007750744,0.002768954,0.07906792],"genre_scores_gemma":[0.6667846,0.0006985972,0.2565903,0.05971301,0.002555237,0.0008892193,0.00008765858,0.0001115205,0.01256983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2443412,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584581351169219,"score_gpt":0.4564832516031262,"score_spread":0.2980251164862042,"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."}}