{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003183186,0.0002507775,0.0003813543,0.0001235206,0.0009830202,0.000200481,0.0008461294,0.000328754,0.00008062322],"category_scores_gemma":[0.0001824504,0.0002708109,0.0002791846,0.0001265856,0.0002851115,0.0001215386,0.0006380044,0.004866126,0.0000430117],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007777639,"about_ca_system_score_gemma":0.0119753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848825,"about_ca_topic_score_gemma":0.03474812,"domain_scores_codex":[0.9960585,0.0002817823,0.000382957,0.0003898311,0.0002862835,0.002600632],"domain_scores_gemma":[0.9991033,0.00009895214,0.0002873543,0.0002704772,0.0001240996,0.0001157967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001173446,0.0002710753,0.03197353,0.00003295052,0.0006658783,0.0000073591,0.01490806,0.00009088185,0.00002375224,0.920104,0.002451277,0.02935391],"study_design_scores_gemma":[0.0003837149,0.00007916129,0.0005414369,0.0001522323,0.0001340977,0.000008835782,0.04499315,0.00000848132,0.0000606934,0.929559,0.02351099,0.000568189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5466279,0.05851256,0.001246698,0.01399279,0.007865172,0.001295027,0.00006739423,0.0003230415,0.3700694],"genre_scores_gemma":[0.9262,0.0340283,0.0001910455,0.0001329748,0.0007484005,0.0000347355,0.000006553669,0.00001624137,0.03864177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3795721,"threshold_uncertainty_score":0.9999744,"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."}}