{"id":"W4239370165","doi":"10.1201/b13123-5","title":"The Availability of MeSH in Vendor-Supplied Cataloguing Records, as Seen Through the Catalogue of a Canadian Academic Health Library","year":2011,"lang":"en","type":"book-chapter","venue":"Apple Academic Press eBooks","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vendor; Library science; Computer science; World Wide Web; Information retrieval; Database; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01161009,0.0003524134,0.0006057615,0.05611694,0.003654717,0.008026108,0.002039417,0.0005980133,0.009775869],"category_scores_gemma":[0.1160228,0.0005784142,0.0004350504,0.1161804,0.001966612,0.004508945,0.003589359,0.0006324737,0.003302553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01179153,"about_ca_system_score_gemma":0.03424704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5883515,"about_ca_topic_score_gemma":0.6437506,"domain_scores_codex":[0.9725381,0.001922017,0.003757477,0.001377007,0.01915974,0.001245597],"domain_scores_gemma":[0.8030719,0.0609455,0.04516624,0.01270217,0.07337325,0.004740908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002725952,0.00004961907,0.5697521,0.004124124,0.0001915648,0.001329237,0.03246541,0.0002442269,0.004347091,0.0138019,0.08204184,0.2913803],"study_design_scores_gemma":[0.00001833539,0.00006086147,0.6124483,0.002048115,0.0002211575,0.001853892,0.01680081,0.0003475432,0.002397248,0.0009015091,0.3627309,0.0001712962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6124753,0.02356706,0.00803534,0.007788041,0.0005492164,0.0006671606,0.1215379,0.001995989,0.223384],"genre_scores_gemma":[0.8309094,0.02461017,0.01748597,0.001798469,0.0002626805,0.0003103479,0.08591408,0.0009212918,0.03778762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9919739,"threshold_uncertainty_score":0.8281454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239443820699945,"score_gpt":0.2759749227874468,"score_spread":0.2235804845804474,"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."}}