{"id":"W4417363917","doi":"10.3390/su172411263","title":"Evidence of Workplace Politics Undermining Knowledge Sharing and Sustainability","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Sustainability; Underpinning; Politics; Metropolitan area; Perception; Corporate social responsibility; Knowledge sharing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003711685,0.0001593329,0.0003044675,0.0002207247,0.000726133,0.0001244192,0.0004734331,0.0001279293,0.00003852358],"category_scores_gemma":[0.01517379,0.0001736245,0.00008773227,0.0009891945,0.0009935892,0.000418479,0.0007898674,0.0002073902,0.000001223934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403624,"about_ca_system_score_gemma":0.002124949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525258,"about_ca_topic_score_gemma":0.001282229,"domain_scores_codex":[0.9978943,0.0003396989,0.0004109597,0.0005295739,0.000210835,0.0006145696],"domain_scores_gemma":[0.9964702,0.0008830747,0.00009773192,0.0005266364,0.001894484,0.0001278618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002163271,0.00007378797,0.4985884,0.001688312,0.0000151471,0.000001931614,0.01196058,0.00001112567,8.612504e-7,0.4774885,0.000102075,0.01004767],"study_design_scores_gemma":[0.0003680247,0.00005602669,0.1205614,0.000455024,0.00008484881,1.744932e-7,0.114383,0.001043899,0.00004826161,0.7497199,0.01295559,0.0003238724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967087,0.004012541,0.001984154,0.004939347,0.0002691756,0.001137428,7.381813e-7,0.0001597017,0.09078827],"genre_scores_gemma":[0.9789959,0.00007699198,0.00006976639,0.00002344556,0.00006380935,0.0000291575,4.409915e-7,0.000007278767,0.0207332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.378027,"threshold_uncertainty_score":0.9931218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697788408111814,"score_gpt":0.3804181384324177,"score_spread":0.3434402543512995,"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."}}