{"id":"W4417427785","doi":"10.1111/tct.70259","title":"Feeling Feedback: The Role of Emotions in Feedback","year":2025,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Feeling; Pride; Sadness; Situated; Negative feedback; Peer feedback; Control (management); Anger","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004773432,0.00009292449,0.0002294792,0.00004181163,0.0003708678,0.00005353418,0.0008252533,0.0001394074,0.0003631726],"category_scores_gemma":[0.0009516434,0.00005407465,0.0001923798,0.0005855987,0.0007288292,0.00007141591,0.0001765512,0.0005076193,0.00009299948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004548202,"about_ca_system_score_gemma":0.0001718814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000753142,"about_ca_topic_score_gemma":0.001374261,"domain_scores_codex":[0.9978634,0.0008883801,0.0004846957,0.0001908644,0.0002976963,0.0002750203],"domain_scores_gemma":[0.9979301,0.001482514,0.0001274374,0.000356635,0.00006308462,0.00004019995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004935295,0.0005224863,0.8382421,0.000004668769,0.0001054097,5.291932e-7,0.01237406,0.00002223134,0.0000521939,0.09097395,0.009539622,0.04811339],"study_design_scores_gemma":[0.0005754901,0.00002518059,0.7757,0.00005749301,0.00005900502,6.230179e-8,0.04005617,0.0001614579,0.000009030713,0.02723145,0.1560185,0.0001062109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6960965,0.000345349,0.00002726702,0.02503207,0.0005132307,0.0003465982,0.000001042666,0.00003997869,0.277598],"genre_scores_gemma":[0.9774273,0.0002388226,0.00008270456,0.0003993808,0.0003358537,0.00001359102,8.955003e-7,0.000006525664,0.02149491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2813309,"threshold_uncertainty_score":0.3976485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06854066440182474,"score_gpt":0.4319387592460753,"score_spread":0.3633980948442506,"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."}}