{"id":"W4379471647","doi":"10.20429/ijsotl.2023.17104","title":"Can SoTL Generate High Quality Research while Maintaining its Commitment to Inclusivity?","year":2023,"lang":"en","type":"article","venue":"International Journal for the Scholarship of Teaching and Learning","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scholarship; Scholarship of Teaching and Learning; Legitimacy; Discipline; Quality (philosophy); Balance (ability); Power (physics); Pillar; Sociology; Political science; Engineering ethics; Public relations; Pedagogy; Psychology; Social science; Epistemology; Teaching method; Engineering; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5837956,0.0008618663,0.003688167,0.02269913,0.00739109,0.05408851,0.006647902,0.01035339,0.004473571],"category_scores_gemma":[0.7301539,0.001758317,0.001955273,0.01935044,0.0432284,0.04325004,0.04980867,0.009083814,0.002414139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01197569,"about_ca_system_score_gemma":0.05082271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673668,"about_ca_topic_score_gemma":0.00339535,"domain_scores_codex":[0.4385825,0.4150687,0.05412003,0.01876748,0.06686823,0.006593025],"domain_scores_gemma":[0.1444549,0.6134932,0.05338768,0.100179,0.07615242,0.01233285],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003740113,0.0001662904,0.02812274,0.02318593,0.001014015,0.0005487396,0.1120604,0.001410892,0.001617307,0.4176449,0.01222281,0.401632],"study_design_scores_gemma":[0.0002672218,0.0004088931,0.008025729,0.02795073,0.0004783544,0.0006925549,0.05268105,0.001793768,0.001264801,0.6960567,0.2102147,0.0001655251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07852364,0.06745459,0.1974008,0.5342482,0.005804831,0.003775082,0.0006332684,0.0009489392,0.1112106],"genre_scores_gemma":[0.7246291,0.02436584,0.1780016,0.0554064,0.003151566,0.008394516,0.0005857402,0.0008292061,0.004636095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4162044,"threshold_uncertainty_score":0.5132542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2946762286482613,"score_gpt":0.5300278106855807,"score_spread":0.2353515820373194,"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."}}