{"id":"W3004083073","doi":"10.4018/978-1-7998-2212-7.ch004","title":"Making SoTL Stick","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic; York University","funders":"","keywords":"Narrative; Scholarship of Teaching and Learning; Set (abstract data type); Process (computing); Professional development; Sociology; Psychology; Pedagogy; Computer science; Teaching method; Teaching and learning center; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.01370022,0.0006189505,0.0006127403,0.00138591,0.008217186,0.0159879,0.001969278,0.003431841,0.05799541],"category_scores_gemma":[0.02840842,0.000507669,0.0006992289,0.001361296,0.01533007,0.02173983,0.01665038,0.01071883,0.01462061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006448891,"about_ca_system_score_gemma":0.009880307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004102747,"about_ca_topic_score_gemma":0.009875812,"domain_scores_codex":[0.9883603,0.005669302,0.0003004932,0.0009251938,0.003356648,0.001388108],"domain_scores_gemma":[0.9878772,0.005757265,0.0004106278,0.001670468,0.002411583,0.001872824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006098385,0.0001446857,0.0007391636,0.0002511923,0.00001202491,0.0002662873,0.03128458,0.0003203906,0.0005401008,0.6029776,0.1968087,0.1665943],"study_design_scores_gemma":[0.00001973752,0.0000582824,0.000288377,0.0004282475,0.000006659225,0.0000856383,0.01963807,0.0001549694,0.0004229972,0.1028653,0.8760139,0.00001787234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01949313,0.003206989,0.03523482,0.1144698,0.01184641,0.0004500492,0.0001954622,0.0007906176,0.8143129],"genre_scores_gemma":[0.2776946,0.006565769,0.04639211,0.06151288,0.002625628,0.001202124,0.0005212,0.002140828,0.6013448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05799541,"threshold_uncertainty_score":0.194014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.20277312950695,"score_gpt":0.4191557587464703,"score_spread":0.2163826292395203,"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."}}