{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007406687,0.0001382602,0.0002323079,0.0002557557,0.002455492,0.0004008711,0.0006860551,0.0001934637,0.00009545431],"category_scores_gemma":[0.002651123,0.0001059706,0.00005449152,0.0004905196,0.0003641104,0.001619098,0.00006420963,0.005346812,3.743424e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053861,"about_ca_system_score_gemma":0.001603063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021722,"about_ca_topic_score_gemma":0.009337834,"domain_scores_codex":[0.9945039,0.003765811,0.0005644577,0.000179204,0.0004983252,0.0004882649],"domain_scores_gemma":[0.9977207,0.001212207,0.0005448614,0.0001105815,0.0000446817,0.0003669569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001015806,0.00002152793,0.6914979,0.00003811273,0.0001022404,0.00007478976,0.100778,0.0001588893,0.0002005813,0.06074265,0.01616605,0.1301177],"study_design_scores_gemma":[0.000874155,0.0002081543,0.05294203,0.0001215836,0.00006252656,0.0001148425,0.09418578,0.00009832093,0.00002655772,0.008933202,0.8421994,0.0002334802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581168,0.005562559,0.000006680783,0.03343486,0.0003844101,0.0001560077,0.00001260464,0.00001097645,0.002315086],"genre_scores_gemma":[0.9976351,0.0002474607,0.0002456924,0.000611191,0.000703241,0.0000123886,0.000008598722,0.00002088919,0.0005154818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8260333,"threshold_uncertainty_score":0.9988432,"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."}}