{"id":"W4384825767","doi":"10.1007/s40692-023-00282-y","title":"Emotion regulation in teamwork during a challenging hackathon: Comparison of  best and worst teams","year":2023,"lang":"en","type":"article","venue":"Journal of Computers in Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; McGill University","funders":"","keywords":"Teamwork; Psychology; Task (project management); Team composition; Metacognition; Psychological safety; Team effectiveness; Face (sociological concept); Applied psychology; Knowledge management; Cognitive psychology; Computer science; Social psychology; Cognition; Political science; Engineering; Sociology","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":[0.001119259,0.0002617507,0.0004776368,0.0004678937,0.0009213093,0.001729088,0.0003668621,0.0006183447,0.001708748],"category_scores_gemma":[0.007503149,0.0001670908,0.0003442147,0.0002721437,0.0006241736,0.0004363022,0.001009154,0.001009648,0.0002896056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005580162,"about_ca_system_score_gemma":0.0003537219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466317,"about_ca_topic_score_gemma":0.002794112,"domain_scores_codex":[0.9991853,0.0002749,0.00005106887,0.0001146671,0.0001636623,0.0002103842],"domain_scores_gemma":[0.9967775,0.0008949027,0.0006625107,0.0001624169,0.0004441274,0.001058461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009620458,0.005479507,0.781873,0.0003217397,0.0005728239,0.001552635,0.08255696,0.001660701,0.02858191,0.0005345779,0.002899656,0.08434601],"study_design_scores_gemma":[0.00009645328,0.001998422,0.9453497,0.00005950486,0.00009688732,0.0002861501,0.04821165,0.001137763,0.001239831,0.0003433362,0.001128258,0.00005206128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991372,0.00002945933,0.0001246016,0.00005131167,0.00002125444,0.00001004784,0.00001611251,0.000003288521,0.0006068247],"genre_scores_gemma":[0.9994854,0.00002607169,0.0001116581,0.00003425993,0.000009273302,0.00001901425,0.00002669681,0.000003725136,0.0002839131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002466317,"threshold_uncertainty_score":0.005919278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007933426425051928,"score_gpt":0.252715558096326,"score_spread":0.244782131671274,"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."}}