{"id":"W4416002700","doi":"10.5465/amproc.2025.14721symposium","title":"The Human Side of AI at Work: How AI Usage Affects the Perceptions of Work and Workplace Behaviors","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Perception; Work (physics); Industrial and organizational psychology; Task (project management); State (computer science); Emotional intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463727,0.0001684605,0.0002056563,0.0001850344,0.0003870091,0.0001367075,0.001546922,0.00009324629,0.000008455083],"category_scores_gemma":[0.00002819163,0.0001183777,0.00009325873,0.001167575,0.0003136985,0.0005869463,0.001546704,0.0004120783,0.000002654964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005753699,"about_ca_system_score_gemma":0.000007527052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007197643,"about_ca_topic_score_gemma":0.000004413582,"domain_scores_codex":[0.9986492,0.00002837321,0.0003206944,0.0003395783,0.0003909794,0.0002711826],"domain_scores_gemma":[0.9990734,0.000238291,0.0003161147,0.0002471351,0.000085471,0.00003957845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007620412,0.0002738366,0.1810133,0.000860555,0.0004911108,0.00000145696,0.006472472,0.00009269772,0.005920819,0.5589183,0.2024533,0.04342602],"study_design_scores_gemma":[0.0007419502,0.0001180103,0.9193124,0.001539941,0.000445595,0.00000415291,0.004557344,0.0004075893,0.01052117,0.01030604,0.05163113,0.0004146959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962628,0.0001916768,0.002622389,0.09245436,0.0001393649,0.0007974118,0.000001258959,0.00007380614,0.007456969],"genre_scores_gemma":[0.9880059,0.0001165031,0.001190585,0.0009889875,0.00001940858,0.0000769632,3.67294e-7,0.000009452224,0.009591815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7382991,"threshold_uncertainty_score":0.4827302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337758239004199,"score_gpt":0.2938392210428051,"score_spread":0.2804616386527631,"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."}}