{"id":"W4387350425","doi":"10.37702/2175-957x.cobenge.2023.4689","title":"ENGENHARIA E SOCIEDADE: ESTUDOS DE CASO ENVOLVENDO A ONG ENGENHEIROS SEM FRONTEIRAS NÚCLEO BH, A SOCIEDADE E A PARCERIA COM AS ENGENHARIAS E O ENGINEERING LAB UNA CDU","year":2023,"lang":"pt","type":"article","venue":"","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Humanities; Political science; Philosophy","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":[0.001907181,0.0002471996,0.0003150357,0.002175624,0.003375738,0.004047426,0.0007895025,0.001170357,0.007132411],"category_scores_gemma":[0.01345518,0.0002208494,0.0003261807,0.002858209,0.002080398,0.002266105,0.003118063,0.001216101,0.0008023711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540386,"about_ca_system_score_gemma":0.002443445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02310562,"about_ca_topic_score_gemma":0.03762134,"domain_scores_codex":[0.9977604,0.0007874025,0.0001438956,0.0002323967,0.0005958561,0.0004799786],"domain_scores_gemma":[0.9885562,0.00469073,0.00244619,0.0008531411,0.001148653,0.002305076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002986095,0.0009905642,0.8290972,0.00009116676,0.00004489155,0.003804252,0.1075898,0.000266849,0.001130306,0.00349427,0.001122656,0.05206943],"study_design_scores_gemma":[0.00001627148,0.0004868975,0.640883,0.00008467783,0.00004458975,0.001777029,0.3359423,0.0009626781,0.0008814847,0.0021209,0.01675878,0.00004139469],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934509,0.00008058325,0.00009817184,0.0002053995,0.000007214509,0.00001940988,0.000049718,0.00000658051,0.006081983],"genre_scores_gemma":[0.9974046,0.0001292257,0.0001100885,0.00003155007,0.000007554411,0.00001381732,0.00004985151,0.000005488178,0.002247701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310562,"threshold_uncertainty_score":0.04594225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554147448862302,"score_gpt":0.3517762388542927,"score_spread":0.2662347643656696,"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."}}