{"id":"W4286620972","doi":"10.5465/ambpp.2022.12729abstract","title":"Recent Research on Paradox Theory: Emerging Themes and Mechanisms","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Categorization; Epistemology; Management science; Sociology; Engineering ethics; Psychology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02089462,0.0008566133,0.001626648,0.006695381,0.003023609,0.01163941,0.003070245,0.004112303,0.006293003],"category_scores_gemma":[0.03334108,0.0005934685,0.000851781,0.01171221,0.01865316,0.02147873,0.005168874,0.005787412,0.0006370476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005259016,"about_ca_system_score_gemma":0.006014416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014972,"about_ca_topic_score_gemma":0.001802796,"domain_scores_codex":[0.9930725,0.00340692,0.0004038227,0.001168698,0.001653809,0.0002942654],"domain_scores_gemma":[0.8793901,0.1050685,0.005151396,0.002802082,0.006293995,0.00129404],"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":[0.00004348494,0.00007028948,0.002928674,0.002737381,0.00007938035,0.000190833,0.009736829,0.001036336,0.0002525983,0.8874872,0.002963696,0.09247327],"study_design_scores_gemma":[0.00001805878,0.00007076766,0.003017985,0.00307311,0.00006327434,0.0004239499,0.01319224,0.002443278,0.0003587242,0.8784497,0.09882236,0.00006656774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06927981,0.5194512,0.1229428,0.1504586,0.00330979,0.0001738947,0.0002215892,0.0001614331,0.1340009],"genre_scores_gemma":[0.6307309,0.3235134,0.02687968,0.01075502,0.003488422,0.000240512,0.0001771906,0.00008495005,0.004130058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02089462,"threshold_uncertainty_score":0.1105026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557674175937958,"score_gpt":0.2998373887469329,"score_spread":0.2442606469875533,"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."}}