{"id":"W4415570594","doi":"10.1017/beq.2025.10085","title":"The Danger of Contextual Integrity","year":2025,"lang":"en","type":"article","venue":"Business Ethics Quarterly","topic":"Law, Rights, and Freedoms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Yale University; National Science Foundation","keywords":"Adversarial system; Sociality; Data integrity; Contextual design; Context analysis; Personal Integrity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04258941,0.0006271164,0.001273178,0.00205167,0.0119645,0.01719088,0.00370223,0.007890775,0.007339296],"category_scores_gemma":[0.07804251,0.0008014885,0.0009686444,0.001774781,0.08308361,0.03337049,0.01673434,0.01903871,0.002405535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006620929,"about_ca_system_score_gemma":0.01198717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005411677,"about_ca_topic_score_gemma":0.003749611,"domain_scores_codex":[0.9458098,0.03357871,0.001973613,0.006156385,0.01028794,0.002193565],"domain_scores_gemma":[0.8977744,0.05885485,0.004766061,0.02458368,0.01129691,0.002724127],"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":[0.00001175941,0.000004895409,0.0001820195,0.00005762294,0.000006493421,0.00005449795,0.004662413,0.00008479787,0.00006838646,0.9825813,0.005478749,0.006807024],"study_design_scores_gemma":[0.000009735671,0.00001319998,0.0001570312,0.0003374231,0.0000123888,0.0001782452,0.004456038,0.0002764115,0.0003022351,0.8416789,0.1525546,0.0000237964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01874174,0.01298357,0.1307917,0.5608157,0.003497146,0.0001370216,0.0002341854,0.0004447683,0.2723543],"genre_scores_gemma":[0.8156194,0.008169251,0.03468512,0.107153,0.004941493,0.0004901707,0.0001952762,0.0006596182,0.02808679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04258941,"threshold_uncertainty_score":0.225237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05751387134764081,"score_gpt":0.3485667971884821,"score_spread":0.2910529258408413,"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."}}