{"id":"W2098601018","doi":"10.1046/j.1471-1842.2002.00373.x","title":"Evidence‐based librarianship: one small step","year":2002,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science; Data science; World Wide Web; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00413298,0.0001979551,0.000348701,0.0006930612,0.004381585,0.0005454861,0.0006069259,0.0002208599,0.01276185],"category_scores_gemma":[0.002389752,0.0001697919,0.00008244722,0.00109754,0.0001499523,0.01393354,0.00009571828,0.001959825,0.003464607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752668,"about_ca_system_score_gemma":0.006862702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705586,"about_ca_topic_score_gemma":0.00002554888,"domain_scores_codex":[0.9938679,0.001373522,0.002037651,0.0001695855,0.001000934,0.001550355],"domain_scores_gemma":[0.9947668,0.001403432,0.00122496,0.0003795157,0.0004652948,0.001759965],"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":[0.0001313592,0.00008947651,0.01398906,0.001271968,0.00001073292,0.000001526184,0.01893019,0.0000553059,0.000001497721,0.007370333,0.8353272,0.1228213],"study_design_scores_gemma":[0.001232822,0.0005949347,0.04527992,0.001858328,0.000004699416,0.00001869367,0.008119269,0.01836859,0.000008230246,0.001150716,0.9231076,0.0002562294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02712274,0.01206518,0.1188156,0.7531298,0.01140924,0.004610302,0.00009036789,0.0008089984,0.07194775],"genre_scores_gemma":[0.3580715,0.02059354,0.1445521,0.455113,0.01017533,0.0007315413,0.0002696752,0.0001150163,0.01037825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3309488,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.503576226915782,"score_gpt":0.4410448196131548,"score_spread":0.06253140730262718,"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."}}