{"id":"W4389242879","doi":"10.29173/jchla29732","title":"Book Review of Bartlett, JA. Knowledge Management: A Practical Guide for Librarians.","year":2023,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Library science; Psychology; Engineering; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02063586,0.0003330423,0.0009246152,0.0005152386,0.001883225,0.001094428,0.001072687,0.0005449454,0.0008317762],"category_scores_gemma":[0.01302093,0.0003228635,0.0006569522,0.001890622,0.0001307931,0.002373272,0.0001387489,0.001320202,0.000009780286],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02746508,"about_ca_system_score_gemma":0.04825573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06374764,"about_ca_topic_score_gemma":0.2584018,"domain_scores_codex":[0.9893674,0.004938115,0.002187929,0.0002392332,0.001452165,0.001815104],"domain_scores_gemma":[0.9865056,0.005083823,0.005559226,0.0002412313,0.001241741,0.001368381],"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":[0.00002170529,0.0000550548,0.01255195,0.001891091,0.0007696287,0.0000981213,0.003043742,0.00003942533,6.605412e-7,0.01747481,0.9612418,0.002811983],"study_design_scores_gemma":[0.0007610255,0.00008218808,0.008720852,0.00388836,0.0004026422,0.00008372399,0.001374473,0.00034046,0.00000794124,0.003673225,0.9803914,0.0002737534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002221779,0.7681708,0.0002498546,0.1994222,0.004676444,0.0007625347,0.0002780436,0.00003204353,0.02618594],"genre_scores_gemma":[0.001896609,0.8378835,0.002163982,0.06249982,0.004541039,0.0000234334,0.00002128786,0.00008159747,0.09088872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1946542,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296594169011599,"score_gpt":0.3154662533138216,"score_spread":0.3025003116237056,"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."}}