{"id":"W7114766081","doi":"10.2139/ssrn.5897118","title":"Workplace Hostility","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hostility; Counterfactual thinking; Affect (linguistics); Perception; Risk aversion (psychology); Work (physics); Economic rent; Work behavior; Value (mathematics)","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":[0.0006371739,0.0002142294,0.0002281823,0.001112949,0.0007989123,0.001685741,0.0002545862,0.0006220592,0.03755863],"category_scores_gemma":[0.005930454,0.00009799226,0.0002080862,0.0006152775,0.0002665419,0.0004507339,0.001141047,0.0009315073,0.004194732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116879,"about_ca_system_score_gemma":0.0002959241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007914289,"about_ca_topic_score_gemma":0.001234538,"domain_scores_codex":[0.999024,0.0003240136,0.00004261676,0.0001075985,0.0002417178,0.0002599622],"domain_scores_gemma":[0.9916131,0.002456998,0.002241958,0.0006428082,0.0005711309,0.002473865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006070517,0.001550907,0.8218766,0.0001509824,0.0001399863,0.0004066007,0.003937935,0.0005683012,0.003367838,0.006578678,0.01404184,0.1467733],"study_design_scores_gemma":[0.00003547156,0.0005445647,0.9807044,0.00007013444,0.0000404304,0.0002709531,0.004445738,0.000739781,0.0006753088,0.002695319,0.009758407,0.00001952253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253659,0.0003312687,0.0006291775,0.00133725,0.0001130081,0.00003004062,0.0005887884,0.00004646822,0.07155819],"genre_scores_gemma":[0.9917452,0.00007641761,0.00006767629,0.0001031985,0.00005933268,0.0000184033,0.0001572424,0.000004297508,0.007768329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755863,"threshold_uncertainty_score":0.1256462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239475267774546,"score_gpt":0.3451123492402992,"score_spread":0.3227175965625537,"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."}}