{"id":"W4282973504","doi":"10.18438/eblip30114","title":"Librarian Expertise is Under-Utilized by Students and Faculty in Online Courses","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Subject (documents); Computer science; Library science; World Wide Web; Psychology; 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":[0.007643592,0.000285117,0.0006092074,0.004209131,0.004270221,0.008812762,0.00146057,0.001614085,0.02027851],"category_scores_gemma":[0.04140629,0.0004046506,0.0006437129,0.004803886,0.003178961,0.007171068,0.007076653,0.001815101,0.003525442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003134048,"about_ca_system_score_gemma":0.008012718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037518,"about_ca_topic_score_gemma":0.01967712,"domain_scores_codex":[0.9806378,0.007613143,0.001432906,0.002023828,0.005499457,0.002792867],"domain_scores_gemma":[0.9421682,0.01868699,0.01316238,0.00247913,0.008177704,0.01532571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001607174,0.0005293012,0.4442892,0.001204292,0.0001043849,0.00158527,0.1204997,0.00006498116,0.0009272491,0.00337155,0.02977824,0.3974852],"study_design_scores_gemma":[0.00004316534,0.0004673266,0.4133682,0.002382585,0.000118551,0.005216478,0.4093314,0.0002469694,0.0008791929,0.002792921,0.165063,0.00009021465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91742,0.01529322,0.001214306,0.02185419,0.0004028199,0.0000633572,0.0003352187,0.0001141837,0.04330269],"genre_scores_gemma":[0.9765813,0.006433476,0.0006425171,0.006549791,0.0002585372,0.00003906811,0.0001545806,0.00006460374,0.009276057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027851,"threshold_uncertainty_score":0.06783837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831027911858044,"score_gpt":0.3558165013920369,"score_spread":0.3175062222734565,"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."}}