{"id":"W4416000939","doi":"10.5465/amproc.2025.10191symposium","title":"Paradoxes of AI in Organizations","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Interdependence; Transparency (behavior); Corporate governance; Openness to experience; Organizational learning; Empowerment; Generative grammar; Competition (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02876452,0.0006043648,0.001016317,0.004818788,0.009174082,0.01948957,0.002281048,0.005338608,0.004636676],"category_scores_gemma":[0.04359032,0.0006276183,0.0009821039,0.003056454,0.06371672,0.024952,0.01629641,0.007727314,0.0006483145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01086977,"about_ca_system_score_gemma":0.007283025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939588,"about_ca_topic_score_gemma":0.001910841,"domain_scores_codex":[0.9661952,0.02263737,0.001188006,0.002484254,0.005882106,0.001613162],"domain_scores_gemma":[0.9582422,0.02983109,0.002647211,0.004208871,0.003067713,0.002003005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001620355,0.00001501526,0.0004875267,0.00008017297,0.00001360805,0.0001268722,0.02235081,0.0007598425,0.00012694,0.9677112,0.00194926,0.006362621],"study_design_scores_gemma":[0.00001336671,0.00001207488,0.0002817136,0.0001473918,0.000005856186,0.00008990531,0.01006649,0.001164575,0.00007439869,0.9593126,0.02881309,0.000018575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.155333,0.02923589,0.0976514,0.2783909,0.001907728,0.0002037574,0.0001369264,0.0003769373,0.4367634],"genre_scores_gemma":[0.9769194,0.003484582,0.01045195,0.004098246,0.0002955678,0.0001777271,0.00003782153,0.00008133171,0.00445337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02876452,"threshold_uncertainty_score":0.1521231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919992928196771,"score_gpt":0.3739212854735646,"score_spread":0.3547213561915969,"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."}}