{"id":"W4400440622","doi":"10.5465/amproc.2024.12363symposium","title":"New Directions in Facilitating and Supporting Stigmatized Conversations in the Workplace","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284077,0.00006820408,0.00009195787,0.0002560596,0.0002105197,0.00007963789,0.0001999633,0.00006520732,0.00006891475],"category_scores_gemma":[0.0004068578,0.00005841521,0.00002216067,0.001139858,0.0001025253,0.0004704172,0.00006890528,0.0002836284,0.000006386784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006547365,"about_ca_system_score_gemma":0.00003347113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000324225,"about_ca_topic_score_gemma":0.0001023909,"domain_scores_codex":[0.998934,0.00004825707,0.0002936899,0.0001916186,0.0003236869,0.000208736],"domain_scores_gemma":[0.9992958,0.000563591,0.00006700664,0.00002088063,0.00001601979,0.00003664698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003417534,0.00001367783,0.00853377,0.0001712606,0.00001449391,0.000001006753,0.0726292,0.000004822038,0.0000347746,0.8936844,0.006667324,0.01824179],"study_design_scores_gemma":[0.0006398464,0.00001755232,0.1278167,0.001646069,0.00007239487,0.000001461205,0.485947,0.0007891743,0.00004659683,0.214949,0.1677961,0.0002781811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6665494,0.001047702,0.000218286,0.1013612,0.0002242253,0.001400179,0.000005861948,0.0001715347,0.2290216],"genre_scores_gemma":[0.9910972,0.0004100935,0.003357718,0.0002232417,0.00004842582,0.00004938206,9.052051e-7,0.000005539627,0.004807475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6787355,"threshold_uncertainty_score":0.2382103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037424269479641,"score_gpt":0.3601178172321944,"score_spread":0.329743574537398,"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."}}