{"id":"W3117924034","doi":"10.1080/13504509.2020.1867251","title":"Assessing risk management in Brazilian social projects: a path towards sustainable development","year":2020,"lang":"en","type":"article","venue":"International Journal of Sustainable Development & World Ecology","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"TOPSIS; Context (archaeology); Relevance (law); Preference; Order (exchange); Business; Rank (graph theory); Sustainable development; Project management; Risk management; Social responsibility; Knowledge management; Marketing; Public relations; Computer science; Political science; Engineering; Management; Operations research; Economics; Geography; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004974334,0.0002967427,0.0005415076,0.00281997,0.0004728933,0.0009590032,0.00170578,0.00008909555,0.001041288],"category_scores_gemma":[0.0009015182,0.0002644533,0.0001413112,0.002287361,0.0001065085,0.002159586,0.001059509,0.0005358218,0.00008349624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559409,"about_ca_system_score_gemma":0.001863982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003454935,"about_ca_topic_score_gemma":0.0001544912,"domain_scores_codex":[0.9943246,0.0002781263,0.002148296,0.0005254915,0.001914255,0.0008091831],"domain_scores_gemma":[0.9960143,0.0002084489,0.001458671,0.0001435075,0.002006331,0.0001687416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009376892,0.0004732512,0.2939882,0.0001739025,0.0009347051,0.008839221,0.02859222,0.0009941623,0.000007406866,0.02759185,0.0196455,0.6178219],"study_design_scores_gemma":[0.001873334,0.00005830234,0.317766,0.00002958024,0.00002014365,0.0000361324,0.07844885,0.00029851,0.0001140863,0.003697957,0.5973482,0.0003088335],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424345,0.0001046172,0.005826558,0.009148348,0.001237253,0.0008225902,0.000001446003,0.00004773526,0.04037688],"genre_scores_gemma":[0.9691651,0.00005361226,0.01611114,0.00111075,0.0002852647,0.00005189768,0.000006970769,0.00002075303,0.01319448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6175131,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511793493761369,"score_gpt":0.3530838086844141,"score_spread":0.3019044593082772,"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."}}