{"id":"W4412836631","doi":"10.29173/jchla29825","title":"Demonstrating library value: the development of a customizable Library Value Planner","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Fraser Health; Winnipeg Regional Health Authority; Saskatchewan Health","funders":"Dalhousie University; Université de Montréal; University of Alberta; Alberta Health Services","keywords":"Planner; Dissemination; Benchmarking; Medical library; Focus group; Service (business); Best practice; Knowledge management; Value (mathematics); Library science; Information needs; Computer science; Business; World Wide Web; Medical education; Medicine; Management; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04996887,0.0009651795,0.0005763334,0.006884391,0.001954303,0.009490037,0.002783105,0.002094448,0.006917967],"category_scores_gemma":[0.1137993,0.000873686,0.001000792,0.00408931,0.002988027,0.01045461,0.006768161,0.002489004,0.002307371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007792657,"about_ca_system_score_gemma":0.02240372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006609148,"about_ca_topic_score_gemma":0.01120745,"domain_scores_codex":[0.9753127,0.01516919,0.002190175,0.0009757261,0.005461082,0.0008910802],"domain_scores_gemma":[0.9193215,0.05020382,0.0045869,0.006276645,0.016596,0.003015166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001833113,0.0009408918,0.02038055,0.001980769,0.0000748551,0.0004883854,0.02393572,0.00634417,0.003547125,0.05972712,0.05643165,0.8259655],"study_design_scores_gemma":[0.000351404,0.001279684,0.02489016,0.0071022,0.0003211958,0.001173782,0.06262275,0.08042427,0.01993537,0.1150294,0.686184,0.0006857067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08233219,0.0004502419,0.7494864,0.0162614,0.0004133631,0.01252149,0.002202732,0.01734536,0.1189868],"genre_scores_gemma":[0.09033301,0.0002146873,0.9012221,0.0004676818,0.00002401065,0.002454053,0.001046451,0.000361136,0.003876978],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04996887,"threshold_uncertainty_score":0.2642638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235751261088399,"score_gpt":0.3264375517619165,"score_spread":0.3140800391510326,"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."}}