{"id":"W2036446884","doi":"10.5596/c10-028","title":"The provision of bioinformatics services in Canadian academic libraries","year":2011,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; World Wide Web; Computer science; Medical education; Bioinformatics; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006825005,0.0001743162,0.0003118759,0.0002750826,0.0007248886,0.0004167493,0.0009903668,0.0005411724,0.00002865495],"category_scores_gemma":[0.004481268,0.0001240604,0.0001547276,0.0003708376,0.0001048242,0.0001363605,0.00007944932,0.001067464,6.458312e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006422609,"about_ca_system_score_gemma":0.05722651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7290025,"about_ca_topic_score_gemma":0.9722049,"domain_scores_codex":[0.9956746,0.0009569783,0.001293793,0.00009054397,0.0008454967,0.001138615],"domain_scores_gemma":[0.995219,0.0005138651,0.002296352,0.0001860124,0.0005770733,0.00120773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008962542,0.00002660015,0.7842614,0.0001356478,0.0002479079,0.00002129606,0.005837358,0.00007765998,0.0001032587,0.0005473792,0.2041459,0.004505956],"study_design_scores_gemma":[0.0009762092,0.0003420907,0.4247605,0.00026721,0.00004301361,0.0002334547,0.003685772,0.001101811,0.002128104,0.00381512,0.56235,0.0002966435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099535,0.04785629,0.0001708487,0.03333796,0.002392584,0.0008154282,0.0005378007,0.000011626,0.004923986],"genre_scores_gemma":[0.9645735,0.02653428,0.001695396,0.006181703,0.0006232502,0.000003504734,0.00001720501,0.00002417774,0.0003469665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3595009,"threshold_uncertainty_score":0.9973916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007270779816553834,"score_gpt":0.2482696992831594,"score_spread":0.2409989194666056,"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."}}