{"id":"W3207690770","doi":"10.1016/j.plas.2021.100031","title":"Balancing leadership in projects: Role of the socio-cognitive space","year":2021,"lang":"en","type":"article","venue":"Project Leadership and Society","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Cognition; Empowerment; Space (punctuation); Knowledge management; Cognitive map; Point (geometry); Psychology; Sociology; Computer science; Political science","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":[0.002306595,0.0001820628,0.0003101037,0.0001201376,0.0002514551,0.0001617907,0.0003461599,0.0001432961,0.00009200428],"category_scores_gemma":[0.0009733142,0.0001273187,0.0002672164,0.001937124,0.0004423798,0.0004002349,0.0002192934,0.0004203416,0.00001113558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004999674,"about_ca_system_score_gemma":0.0003773919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012593,"about_ca_topic_score_gemma":0.0002062577,"domain_scores_codex":[0.9973719,0.000361618,0.0004787417,0.0005324575,0.000811794,0.0004435632],"domain_scores_gemma":[0.9984111,0.0007173983,0.0002422527,0.0003317778,0.0002604166,0.00003705086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005103976,0.0001023204,0.7917758,0.0002908038,0.00008781339,0.000003554103,0.1451798,0.000006687025,0.001313191,0.003584802,0.002504324,0.05509984],"study_design_scores_gemma":[0.0009059678,0.00003358444,0.06017346,0.0002235714,0.00003276486,0.00001554404,0.9248322,0.001468766,0.006809447,0.002312593,0.002936964,0.0002551153],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675556,0.002612966,0.000235508,0.009126346,0.0004416887,0.0008610027,0.00001637978,0.00005808724,0.01909236],"genre_scores_gemma":[0.9947343,0.0001357739,0.0003525448,0.001125401,0.00008017066,0.00002701211,0.000002435346,0.00001132209,0.003530964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7796524,"threshold_uncertainty_score":0.5191906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2358204634109879,"score_gpt":0.3427894550272393,"score_spread":0.1069689916162514,"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."}}