{"id":"W4400439754","doi":"10.5465/amproc.2024.12835abstract","title":"Examination of the Role of Competitive Work Environment in Enhancing Employees’ Openness to Share Knowledge","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Openness to experience; Business; Work (physics); Work environment; Knowledge management; Competitive advantage; Psychology; Marketing; Work performance; Computer science; Social psychology; Engineering; Business administration","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003634312,0.00009124578,0.000130746,0.0002001937,0.00002939183,0.00002352649,0.0007703837,0.00003700344,0.0000153701],"category_scores_gemma":[0.00001115451,0.00007442468,0.00002929699,0.001091185,0.00003599363,0.0004468833,0.0008172152,0.0000954412,0.00001800129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005375333,"about_ca_system_score_gemma":0.000008500921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000215165,"about_ca_topic_score_gemma":4.559938e-7,"domain_scores_codex":[0.9990453,0.000009105316,0.0003005167,0.0002434453,0.000272802,0.0001288863],"domain_scores_gemma":[0.9997636,0.00002788737,0.00008776534,0.00006437091,0.00003295015,0.00002344061],"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":[0.00001479364,0.000284621,0.02008376,0.001822282,0.00008461302,5.835014e-7,0.01942437,0.0003992607,0.01345967,0.8291032,0.0005418501,0.114781],"study_design_scores_gemma":[0.0002094,0.00008839736,0.6657194,0.002235265,0.00002436597,9.034665e-7,0.001124592,0.002412405,0.3112841,0.004085856,0.01259385,0.0002214028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851186,0.0004738898,0.001986226,0.001262877,0.00007945784,0.0005770369,0.000003584967,0.00003838805,0.01046],"genre_scores_gemma":[0.9975819,0.00006999794,0.001814892,0.00004211429,0.00001892644,0.00002376599,5.981637e-7,0.000008003581,0.0004398094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8250174,"threshold_uncertainty_score":0.303495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085282446307989,"score_gpt":0.2281188681937994,"score_spread":0.2172660437307195,"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."}}