{"id":"W4414888396","doi":"10.51244/ijrsi.2025.120800297","title":"The Role of Construction Management in Conflict Resolution in National Government-Funded Construction Projects in Uasin Gishu Kenya .","year":2025,"lang":"en","type":"article","venue":"International journal of research and scientific innovation","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Government (linguistics); Stakeholder; Descriptive statistics; Stakeholder analysis; Population; Conflict management; Construction management; Project management; Conflict resolution","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":[0.01474569,0.00008055661,0.000152888,0.004678532,0.0001764564,0.0005405742,0.0005721735,0.00005823178,0.00002513286],"category_scores_gemma":[0.001679648,0.00006298174,0.00003146259,0.005888967,0.000724301,0.0008206054,0.0001853456,0.0003623414,0.000002474978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033962,"about_ca_system_score_gemma":0.0002986033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005368952,"about_ca_topic_score_gemma":0.0004333118,"domain_scores_codex":[0.9943923,0.0002686163,0.001395389,0.000278759,0.003448659,0.000216272],"domain_scores_gemma":[0.9957392,0.0005328824,0.0005450814,0.0001470487,0.003016679,0.00001909394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000684144,0.0000833384,0.2414432,0.00001166256,0.00003279185,0.00000661146,0.0003620673,0.0002238822,0.001853605,0.4173349,0.0007033586,0.3372605],"study_design_scores_gemma":[0.004724606,0.0002114054,0.300183,0.0006268095,0.000005643953,0.00008164605,0.03379316,0.02209203,0.006363706,0.5095822,0.1221301,0.0002056499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826347,0.0002279649,0.0005211468,0.00123838,0.001738353,0.0004043825,0.000007742389,0.000003122628,0.0132242],"genre_scores_gemma":[0.9975009,0.0002009826,0.0009767984,0.00001376977,0.00004826073,0.00001821124,0.000004831592,0.000002370969,0.001233858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370548,"threshold_uncertainty_score":0.5212769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107205809040816,"score_gpt":0.4348405643174957,"score_spread":0.3276347552766797,"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."}}