{"id":"W4309334159","doi":"10.1016/j.plas.2022.100074","title":"Opening the black box of project team members’ competencies improvement in a public sector organization for a successful transition to the project society","year":2022,"lang":"en","type":"article","venue":"Project Leadership and Society","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Chicoutimi","funders":"","keywords":"Project management; Context (archaeology); Knowledge management; Project team; Public sector; Project management triangle; Plan (archaeology); Project charter; Process management; Project plan; Project stakeholder; OPM3; Business; Engineering; Computer science; Political science; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121972,0.0002236525,0.0001579632,0.0005789103,0.006112346,0.004779485,0.0008632718,0.001359558,0.003571688],"category_scores_gemma":[0.01370272,0.0002499374,0.0002150929,0.0004063621,0.002997777,0.002462189,0.005743032,0.001910023,0.0004721138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002257957,"about_ca_system_score_gemma":0.01465395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849732,"about_ca_topic_score_gemma":0.004027584,"domain_scores_codex":[0.9905449,0.006487725,0.0001806751,0.0003442473,0.000776603,0.001665855],"domain_scores_gemma":[0.9912696,0.002816426,0.0008115976,0.0004410811,0.001003847,0.003657493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005206626,0.004019256,0.07319909,0.0005367053,0.00003883607,0.005441617,0.3962868,0.004469173,0.009778904,0.05695231,0.01480344,0.4339533],"study_design_scores_gemma":[0.00006065641,0.00184767,0.06860757,0.0005379426,0.00002855944,0.001563407,0.8138514,0.006422719,0.006035457,0.01658936,0.08435548,0.00009974918],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701502,0.00009036706,0.007730408,0.004449026,0.000047765,0.0001974555,0.000009920919,0.00003958767,0.0172854],"genre_scores_gemma":[0.9943896,0.00004680912,0.003382754,0.00008890082,0.000006131103,0.00006240481,0.000008333506,0.000006632642,0.002008464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121972,"threshold_uncertainty_score":0.0593363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480681978453013,"score_gpt":0.330684726945627,"score_spread":0.1826165291003257,"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."}}