{"id":"W4390953543","doi":"10.21203/rs.3.rs-3835295/v1","title":"The Effects of Emotion Regulation and Students’ Perceived Challenges on Emotion Synchrony in Collaborative learning","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Arousal; Valence (chemistry); Psychology; Cognitive reappraisal; Cognition; Cognitive psychology; Structural equation modeling; Collaborative learning; Two-factor theory of emotion; Negative emotion; Developmental psychology; Social psychology; Affective science; Emotion classification; Computer science; Mathematics education","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001670255,0.0003297284,0.0003905154,0.0002712226,0.0004083425,0.001995823,0.0002707984,0.0003893317,0.002179998],"category_scores_gemma":[0.0131784,0.0001429508,0.0002981292,0.0002421613,0.0005839126,0.0008147423,0.001614668,0.0007904352,0.0002041397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731724,"about_ca_system_score_gemma":0.0004218209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003262777,"about_ca_topic_score_gemma":0.0003855661,"domain_scores_codex":[0.9984885,0.0005572734,0.0001093104,0.0002538305,0.0004560894,0.0001349319],"domain_scores_gemma":[0.9880543,0.007269943,0.002518629,0.0005500477,0.0006118881,0.0009951222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002049654,0.002625338,0.6761566,0.0006226272,0.0004460533,0.0005700503,0.05661141,0.003673948,0.1315314,0.003288797,0.0007271121,0.121697],"study_design_scores_gemma":[0.00003955479,0.0008174388,0.9716835,0.00004841772,0.00009685405,0.0001493466,0.008013446,0.004480111,0.01138837,0.002023532,0.001206707,0.00005258205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977143,0.0000378708,0.001154822,0.00004448003,0.000006578805,0.00001030685,0.00001404696,0.000007485267,0.001010187],"genre_scores_gemma":[0.9992105,0.00002598178,0.0005475234,0.00001002943,0.000004133171,0.00001974831,0.00001378656,0.000003753754,0.0001644856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179998,"threshold_uncertainty_score":0.008833289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05775744783982643,"score_gpt":0.4249550675233549,"score_spread":0.3671976196835285,"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."}}