{"id":"W2410079314","doi":"10.1002/tl.20182","title":"The History of SoTL in Canada: Answering Calls for Action","year":2016,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Brock University","funders":"","keywords":"Action (physics); Pedagogy; Sociology; Psychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003800523,0.00004966131,0.00008024788,0.00005557194,0.001312213,0.00001882071,0.00007113937,0.00003198582,0.000008425025],"category_scores_gemma":[0.008912013,0.00003649214,0.00003109426,0.00003601186,0.00005845706,0.0002278318,0.000008316592,0.0002514386,2.588097e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243093,"about_ca_system_score_gemma":0.001212759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9007522,"about_ca_topic_score_gemma":0.937276,"domain_scores_codex":[0.9988725,0.0005534703,0.0001523316,0.0001204316,0.0001421347,0.0001591747],"domain_scores_gemma":[0.995432,0.004267977,0.0001587212,0.00005697602,0.00003983705,0.00004450805],"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":[0.00003195534,0.000009727994,0.006538867,0.00001044163,0.00001587872,5.068707e-8,0.01485625,0.0002728445,0.001145636,0.004910669,0.005748599,0.9664591],"study_design_scores_gemma":[0.0002477568,0.00002342512,0.004132194,0.00003949178,0.00001265002,3.326311e-7,0.008557453,0.000427079,0.00002023785,0.0001703445,0.9863126,0.00005641378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895537,0.002583619,0.04635404,0.03837061,0.005768862,0.001034643,0.000005247141,0.0002199474,0.01610933],"genre_scores_gemma":[0.9497691,0.0001489235,0.002032432,0.00002900188,0.0001870154,0.00003546061,6.67046e-7,0.00001032767,0.04778702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.980564,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09171278714677636,"score_gpt":0.3818448995225088,"score_spread":0.2901321123757324,"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."}}