{"id":"W1996385791","doi":"10.5596/c08-011","title":"The value of membership: The CHLA / ABSC 2008 membership survey","year":2008,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Association (psychology); Business; Psychology; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00593031,0.0001132425,0.0003402131,0.00211044,0.002414438,0.00204254,0.0008758352,0.0008100835,0.005874593],"category_scores_gemma":[0.02768202,0.0001575372,0.0001553643,0.004640901,0.0006455145,0.0008711369,0.001163762,0.001380445,0.001046659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01428975,"about_ca_system_score_gemma":0.02487384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7358212,"about_ca_topic_score_gemma":0.8551449,"domain_scores_codex":[0.9932024,0.001382507,0.0002119852,0.00023059,0.003955918,0.001016604],"domain_scores_gemma":[0.9679621,0.003992573,0.003130142,0.0004227735,0.01320652,0.01128574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000167554,0.0003039029,0.7306153,0.0001757452,0.00004493388,0.00007807321,0.007468439,0.0001375018,0.0001376281,0.001050135,0.2054615,0.05435928],"study_design_scores_gemma":[0.00001739443,0.00004516171,0.9401798,0.0001304816,0.00001599628,0.00002599768,0.01211288,0.0002255429,0.00008428157,0.0001223429,0.04701105,0.00002900201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8716096,0.001182862,0.0002633095,0.04478744,0.0002687082,0.0003364121,0.02902679,0.00006146608,0.05246339],"genre_scores_gemma":[0.9729436,0.001127725,0.0005401016,0.003754726,0.0002157933,0.0002794249,0.007384296,0.00002305807,0.01373121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7358212,"threshold_uncertainty_score":0.5314691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323969157658896,"score_gpt":0.3445152734324766,"score_spread":0.312118357666587,"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."}}