{"id":"W4414609122","doi":"10.1177/01461672251368648","title":"Biting Off More Than You Can <i>Chew</i> at Work: Measuring Individual Perceptions of Cultural Hard and Excessive Work (I-CHEW)","year":2025,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Workaholism, burnout, and well-being","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Perception; Work (physics); Scale (ratio); Cultural diversity; Ideal (ethics); Social perception; Cultural values","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002365033,0.0003104998,0.0002256273,0.0009141759,0.0007467018,0.001398436,0.0004115739,0.0004934657,0.001362466],"category_scores_gemma":[0.005550891,0.0003430803,0.000327226,0.0003953345,0.0007982281,0.0005378723,0.001414284,0.001095145,0.0003277624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727478,"about_ca_system_score_gemma":0.0003940153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766286,"about_ca_topic_score_gemma":0.004267533,"domain_scores_codex":[0.9988961,0.0003356044,0.0001226413,0.0001021328,0.0004027137,0.0001407435],"domain_scores_gemma":[0.9951841,0.0007190765,0.002310565,0.0003762482,0.0006481974,0.0007618179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340654,0.0007733158,0.9459129,0.0000940173,0.0001802394,0.00009757772,0.01080315,0.0002077016,0.004141787,0.0003643349,0.001145132,0.03614583],"study_design_scores_gemma":[0.000006789292,0.0002202129,0.9890727,0.00003441183,0.00002126034,0.0001203769,0.008378164,0.0003202249,0.0006695234,0.000208962,0.0009227297,0.00002455211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969164,0.00007450319,0.0004324979,0.00007002739,0.00001123334,0.00003856029,0.00005097609,0.000008339812,0.002397382],"genre_scores_gemma":[0.9974772,0.0001503951,0.001280293,0.0001435436,0.00001104531,0.00007301367,0.0001189049,0.000006233804,0.000739335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002365033,"threshold_uncertainty_score":0.01250768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100745702673954,"score_gpt":0.3286038574266572,"score_spread":0.2875964003999176,"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."}}