{"id":"W7015447433","doi":"","title":"2013 Symposium on Scholarship of Teaching and Learning: Conference Program","year":2015,"lang":"en","type":"other","venue":"Mount Royal University Institutional Repository (Mount Royal University)","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Scholarship of Teaching and Learning; Engaged scholarship; Collaborative learning; Mount","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002298001,0.0004533556,0.0006248152,0.0008998493,0.0009043628,0.00003885683,0.0003046066,0.0007121565,0.0002858279],"category_scores_gemma":[0.0001164252,0.0005084852,0.0002033853,0.0002177213,0.001038132,0.0001629737,0.0002413065,0.001694411,0.00006171464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435563,"about_ca_system_score_gemma":0.001248692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003789689,"about_ca_topic_score_gemma":0.0001656674,"domain_scores_codex":[0.9977522,0.0004521588,0.0002027513,0.0006992361,0.000545285,0.0003483803],"domain_scores_gemma":[0.9983975,0.00008199724,0.0003400507,0.0003573811,0.0003601893,0.0004629096],"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":[0.01003623,0.01109055,0.1438798,0.003727175,0.006031292,0.02199899,0.001125857,0.006999521,0.001313642,0.3919562,0.3997404,0.002100326],"study_design_scores_gemma":[0.002167598,0.001382555,0.006967714,0.0008256189,0.0007567639,0.0001117461,0.0003571447,0.0003418393,0.00003026426,0.00001156765,0.9865776,0.000469536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1358373,0.0001981731,0.00003789484,0.0001032995,0.000375044,0.0006250345,0.0001012714,0.0004033873,0.8623186],"genre_scores_gemma":[0.377778,0.00006224379,0.000213513,0.00004214308,0.0001738294,5.764277e-7,0.0002115167,0.00005676929,0.6214614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5868372,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186244355428211,"score_gpt":0.22034040182166,"score_spread":0.2084779582673779,"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."}}