{"id":"W4224248740","doi":"10.33137/cjalrcbu.v8.37864","title":"The Grounded Instruction Librarian: Participating in the Scholarship of Teaching and Learning, edited by Mallon, Melissa, Lauren Hays, Cara Bradley, Rhonda Huisman, and Jackie Belanger","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Keyano College","funders":"","keywords":"Scholarship; Library science; Sociology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00852288,0.0006646069,0.000692129,0.002995111,0.008287749,0.01784415,0.002207549,0.005578425,0.008461999],"category_scores_gemma":[0.009470202,0.000636476,0.0003906225,0.007277383,0.008875557,0.01369141,0.009212917,0.005190737,0.002603064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01000242,"about_ca_system_score_gemma":0.04440304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08167475,"about_ca_topic_score_gemma":0.2570096,"domain_scores_codex":[0.9927856,0.003739723,0.0003304538,0.0003007141,0.002340088,0.0005035168],"domain_scores_gemma":[0.9922777,0.003984991,0.0003052928,0.0002177913,0.00125456,0.001959583],"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":[0.00003774882,0.00009515764,0.001038216,0.0008702365,0.00001356166,0.0001957264,0.04002661,0.00006934184,0.0002480768,0.04672025,0.6571081,0.253577],"study_design_scores_gemma":[0.00001033529,0.00002069763,0.001976684,0.001598137,0.000008684437,0.0001479477,0.03267199,0.00003662454,0.0001243587,0.0141135,0.9492649,0.00002601434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005893484,0.5078802,0.003350284,0.3790812,0.01505029,0.0001302644,0.0001817932,0.0002867576,0.08814576],"genre_scores_gemma":[0.1329681,0.5788226,0.01101177,0.05813817,0.00764968,0.0003560829,0.0004987281,0.0004129535,0.210142],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08167475,"threshold_uncertainty_score":0.1623987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813511848239405,"score_gpt":0.2811387980015882,"score_spread":0.2530036795191942,"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."}}