{"id":"W2643920599","doi":"10.5206/cjsotl-rcacea.2017.2.2","title":"Defining the Scholarship of Teaching and Learning","year":2017,"lang":"fr","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Humanities; Context (archaeology); Sociology; Scholarship; Philosophy; Political science; History; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.144214,0.0003480434,0.0004729931,0.0002122532,0.08692299,0.003895129,0.002145749,0.0003029438,0.00007507037],"category_scores_gemma":[0.1421464,0.0002237396,0.0002827888,0.0001064441,0.002434463,0.00244966,0.0002096932,0.02146527,0.000008102106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324623,"about_ca_system_score_gemma":0.001095789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1121017,"about_ca_topic_score_gemma":0.04725834,"domain_scores_codex":[0.9763588,0.02070482,0.0007635233,0.0003604041,0.00090166,0.0009107887],"domain_scores_gemma":[0.9810525,0.01490968,0.002586053,0.0005904618,0.0003218951,0.0005394334],"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":[0.00007891648,0.00002267281,0.1414885,0.0001324794,0.0004876073,0.000007669617,0.1366613,0.004947228,0.0001144195,0.2025713,0.0002368838,0.513251],"study_design_scores_gemma":[0.001668131,0.0007339877,0.2071012,0.003696953,0.001793504,0.0005866502,0.124913,0.004892246,0.00004020148,0.03021051,0.6234763,0.0008873144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.835146,0.03912274,0.0002889716,0.1148999,0.001875752,0.0004071956,0.000009205165,0.00002258832,0.008227684],"genre_scores_gemma":[0.983085,0.0004690031,0.002395347,0.0003815697,0.000796177,0.000007168046,0.000001763206,0.00005924891,0.01280475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6232395,"threshold_uncertainty_score":0.9971389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254017773940437,"score_gpt":0.4161744178973674,"score_spread":0.2907726405033237,"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."}}