{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005076088,0.000242568,0.0002408922,0.00093382,0.001757001,0.0038125,0.0005966031,0.001126686,0.007773347],"category_scores_gemma":[0.01616421,0.0002735797,0.0003600479,0.001197233,0.003524209,0.001766408,0.003013723,0.001258441,0.0003461797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362473,"about_ca_system_score_gemma":0.00279408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957828,"about_ca_topic_score_gemma":0.005731994,"domain_scores_codex":[0.9944675,0.002807039,0.000253593,0.0006612316,0.00100929,0.0008013469],"domain_scores_gemma":[0.945759,0.0280622,0.01832653,0.002209554,0.002548145,0.003094576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002864746,0.001048647,0.8944808,0.0005718317,0.0002518898,0.0005834117,0.03373511,0.0001819267,0.001502834,0.0108348,0.0007199095,0.05580243],"study_design_scores_gemma":[0.00001713489,0.0002263263,0.953141,0.0003434692,0.0001213384,0.0002856129,0.03439763,0.0002504758,0.001057762,0.00403438,0.006098135,0.0000268096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812158,0.001341394,0.0005554368,0.002074459,0.00002338624,0.0000119709,0.00003303504,0.000003972741,0.01474058],"genre_scores_gemma":[0.9990809,0.0003774877,0.00009089102,0.0001066754,0.0000136003,0.00000394414,0.00001115675,0.000001287189,0.0003140521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007773347,"threshold_uncertainty_score":0.02684528,"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."}}