{"id":"W4282961702","doi":"10.18438/eblip30115","title":"Librarian-Lead Faculty Learning Communities Offer Opportunities for Collaboration","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Curriculum; Medical education; Literacy; Library science; Psychology; Sociology; Computer science; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01206782,0.001006425,0.0007903602,0.004300992,0.01452255,0.01394813,0.004063494,0.004467428,0.08221345],"category_scores_gemma":[0.0242925,0.001183147,0.00119322,0.003164611,0.004314686,0.01723417,0.04354298,0.003124287,0.02751848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372303,"about_ca_system_score_gemma":0.008334844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008254762,"about_ca_topic_score_gemma":0.004618468,"domain_scores_codex":[0.9762478,0.01528658,0.0007607141,0.001910923,0.002942478,0.002851384],"domain_scores_gemma":[0.9560543,0.0116804,0.003201467,0.005059832,0.004253666,0.01975028],"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":[0.0002594543,0.002067871,0.01495941,0.001269095,0.000144772,0.003832193,0.0981017,0.0003929348,0.001561916,0.05016644,0.2250446,0.6021996],"study_design_scores_gemma":[0.0001458246,0.0002950664,0.003289096,0.0005348622,0.00002754888,0.001173125,0.04552663,0.0003484336,0.0004274178,0.0262214,0.921928,0.00008266724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1219146,0.007334511,0.112209,0.06433418,0.003095353,0.002545701,0.0009707882,0.008550422,0.6790454],"genre_scores_gemma":[0.6988757,0.002743965,0.08517731,0.01418383,0.002081485,0.002836225,0.001030082,0.001683916,0.1913874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08221345,"threshold_uncertainty_score":0.2750314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2672568174698916,"score_gpt":0.3951302564632836,"score_spread":0.127873438993392,"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."}}