{"id":"W4313450409","doi":"10.29173/isotl611","title":"Involving Students as Partners in a Course Redesign","year":2022,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Course (navigation); Autoethnography; Cohesion (chemistry); Team development; Psychology; Teamwork; Pedagogy; Project-based learning; Mathematics education; Medical education; Knowledge management; Engineering; Sociology; Computer science; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0151262,0.001170491,0.0006095399,0.001509722,0.007249361,0.01143367,0.002087539,0.003418473,0.004522756],"category_scores_gemma":[0.04303715,0.0007810764,0.0007542687,0.0008192772,0.005969132,0.007965731,0.01433517,0.005604368,0.001260436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002056472,"about_ca_system_score_gemma":0.002956628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076176,"about_ca_topic_score_gemma":0.001641597,"domain_scores_codex":[0.9563015,0.03521246,0.0007655406,0.002018619,0.00300098,0.002701022],"domain_scores_gemma":[0.9738187,0.009942811,0.002353539,0.001956936,0.002639383,0.009288555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001376441,0.0008939833,0.01288771,0.0001709666,0.0000458228,0.002598286,0.9116066,0.0005677769,0.005695329,0.005790294,0.003281057,0.05632456],"study_design_scores_gemma":[0.00006793725,0.001400919,0.004796836,0.0003273099,0.00005951968,0.002962656,0.8568326,0.003241288,0.005197542,0.006652453,0.1182957,0.0001652607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368181,0.0004078711,0.03622868,0.006711648,0.000346765,0.0003752317,0.00002866828,0.0002739406,0.01880913],"genre_scores_gemma":[0.9853205,0.0001728496,0.007417797,0.0006809073,0.00005894714,0.0001230485,0.00002658299,0.00007182187,0.006127447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151262,"threshold_uncertainty_score":0.07999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07388914415359984,"score_gpt":0.4884428609028348,"score_spread":0.4145537167492349,"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."}}