{"id":"W3199543043","doi":"10.5539/jsd.v14n5p99","title":"Influence of Project Team Knowledge Diversity on Implementation of Building Construction Projects. A Case of Kajiado County, Kenya, Africa","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Project team; Null hypothesis; Government (linguistics); Knowledge management; Qualitative property; Construction management; Business; Building construction; Engineering; Sociology; Computer science; Civil engineering; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003424952,0.000147119,0.0004586071,0.001255857,0.0002693592,0.0000485432,0.0003446045,0.00005665486,0.00008640574],"category_scores_gemma":[0.0006772772,0.0001223938,0.000119929,0.002045621,0.0001498091,0.0007515313,0.0005128121,0.0001627829,0.000001043003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250584,"about_ca_system_score_gemma":0.002401652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001649541,"about_ca_topic_score_gemma":0.00005114653,"domain_scores_codex":[0.9966806,0.0001696351,0.001570733,0.0002327041,0.001093869,0.0002524699],"domain_scores_gemma":[0.9926464,0.0002644119,0.002094696,0.0002337839,0.004707327,0.00005341411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001336315,0.001027179,0.6214417,0.00218505,0.0007996002,0.001854695,0.0936662,0.003822446,0.005548633,0.02328188,0.00644938,0.238587],"study_design_scores_gemma":[0.004398822,0.00113125,0.1230184,0.0006208096,0.000206702,0.002454825,0.6444883,0.0002710212,0.1771775,0.00397191,0.04169613,0.0005642254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967068,0.0001079495,0.0005059749,0.00004722506,0.0001691695,0.0003570592,0.000006879856,0.000004962073,0.002093996],"genre_scores_gemma":[0.9928149,0.00006212537,0.006567246,0.000007612856,0.00002227579,0.000004402357,9.749378e-7,0.00000540518,0.0005150812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5508221,"threshold_uncertainty_score":0.4991073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287023844765983,"score_gpt":0.3555032660652995,"score_spread":0.3026330276176397,"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."}}