{"id":"W2408779181","doi":"10.1002/tl.20183","title":"The Canadian Teaching Commons: The Scholarship of Teaching and Learning in Canadian Higher Education","year":2016,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"","keywords":"Scholarship; Scholarship of Teaching and Learning; Higher education; Commons; Teaching and learning center; Teaching method; Pedagogy; Sociology; Mathematics education; Political science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076252,0.0006085966,0.0009175534,0.008948525,0.04791306,0.02231253,0.003242622,0.002797263,0.01061882],"category_scores_gemma":[0.02842559,0.0004294596,0.00050828,0.02278205,0.0283404,0.008033165,0.01156567,0.004564708,0.0004974887],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2871647,"about_ca_system_score_gemma":0.4859209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956534,"about_ca_topic_score_gemma":0.9983643,"domain_scores_codex":[0.98784,0.001938618,0.0003070866,0.0006349537,0.006728245,0.002551096],"domain_scores_gemma":[0.9789271,0.007378241,0.001133591,0.0008694853,0.006103354,0.005588206],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007756104,0.00005952939,0.01517377,0.001029641,0.00002428308,0.0004471158,0.2314546,0.0007110919,0.0004596293,0.4996974,0.05631403,0.1945512],"study_design_scores_gemma":[0.00001430369,0.00003445501,0.04067794,0.001639782,0.00004590094,0.0002074351,0.2808038,0.0007432463,0.0003822502,0.04977871,0.6255299,0.0001423104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2118575,0.05737815,0.005040266,0.2179387,0.003048845,0.0002344675,0.001370883,0.0002703795,0.5028609],"genre_scores_gemma":[0.9377775,0.02273486,0.003442544,0.006002007,0.0002892541,0.0001083363,0.0002878366,0.000120917,0.02923675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9923748,"threshold_uncertainty_score":0.8267879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06384511602671758,"score_gpt":0.3965690827529108,"score_spread":0.3327239667261932,"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."}}