{"id":"W2097869209","doi":"10.1177/0098628315587620","title":"Embrace Chattering Students","year":2015,"lang":"en","type":"article","venue":"Teaching of Psychology","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Feeling; Class (philosophy); Social psychology; Conversation; Social class; Developmental psychology; Mathematics education","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":[0.00247988,0.0005432992,0.0005644331,0.0007631949,0.002212175,0.004357427,0.001065998,0.00188941,0.008336949],"category_scores_gemma":[0.02109102,0.0003250885,0.0006982401,0.0003200056,0.001678838,0.001852295,0.00505029,0.003327869,0.001342386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007619486,"about_ca_system_score_gemma":0.0007570281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008254314,"about_ca_topic_score_gemma":0.002307099,"domain_scores_codex":[0.9956019,0.001851268,0.0002313565,0.0004607155,0.001149225,0.0007056295],"domain_scores_gemma":[0.9803786,0.004384885,0.005157459,0.001618293,0.001515478,0.006945376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008321939,0.001936709,0.3218378,0.001004612,0.000400782,0.006596428,0.3823696,0.0003588114,0.0577116,0.005858392,0.01305499,0.2080382],"study_design_scores_gemma":[0.0001206995,0.002118766,0.4411097,0.0006344765,0.0003752397,0.01464878,0.39191,0.002132459,0.01067538,0.00777771,0.1281423,0.0003543096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9761711,0.000467613,0.003339507,0.002262282,0.0004106499,0.0001051185,0.00004801096,0.0001722102,0.01702359],"genre_scores_gemma":[0.9894247,0.0002032467,0.001260254,0.001329571,0.0001662416,0.00006961344,0.0000405528,0.00004158799,0.007464296],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008336949,"threshold_uncertainty_score":0.02788991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304774982502627,"score_gpt":0.5765601630631038,"score_spread":0.3460826648128411,"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."}}