{"id":"W3151167864","doi":"10.1080/09639284.2021.1906720","title":"Team-Based Learning in professional writing courses for accounting graduates: positive impacts on student engagement, accountability and satisfaction","year":2021,"lang":"en","type":"article","venue":"Accounting Education","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Accountability; Teamwork; Team-based learning; Psychology; Negotiation; Curriculum; Medical education; Pedagogy; Student engagement; Sociology; Political science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001867032,0.0002884983,0.0004337995,0.0005575297,0.000989059,0.002039377,0.0004510786,0.0004535286,0.003928522],"category_scores_gemma":[0.007377126,0.0001457974,0.0003981879,0.0003867635,0.0004029541,0.0005143439,0.002197349,0.001013173,0.0009708396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492043,"about_ca_system_score_gemma":0.001486676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005454617,"about_ca_topic_score_gemma":0.0009608609,"domain_scores_codex":[0.998382,0.0006620156,0.00006080607,0.0001631942,0.0003961652,0.0003358499],"domain_scores_gemma":[0.9938557,0.00101628,0.0008559685,0.0002120722,0.000514954,0.003545093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001237733,0.05013208,0.1301449,0.0003094739,0.00009052722,0.0003507929,0.0120855,0.0008775165,0.00977103,0.0005082171,0.005161636,0.7893305],"study_design_scores_gemma":[0.0009413161,0.04016434,0.8797258,0.0003326376,0.0002014013,0.0007397188,0.03185192,0.007986584,0.01435593,0.002826604,0.02071798,0.0001558856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980484,0.00002335378,0.0002385974,0.0001432622,0.00001652835,0.00002999495,0.000008559278,0.00003413334,0.001457186],"genre_scores_gemma":[0.9965289,0.00004852304,0.001143269,0.00009576762,0.00001610681,0.0000449276,0.00003509974,0.00001030932,0.002076965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003928522,"threshold_uncertainty_score":0.01314217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202932387171543,"score_gpt":0.3315799718074117,"score_spread":0.3095506479356963,"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."}}