{"id":"W4415895532","doi":"10.14488/enegep2025_tn_st_426_2089_50183","title":"ANÁLISE DA IMPLEMENTAÇÃO DE TÉCNICAS DE APOIO À DECISÃO PARA SELEÇÃO DE FORNECEDORES DE VIDRO EM UMA EMPRESA DE ESQUADRIAS","year":2025,"lang":"","type":"article","venue":"Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Context (archaeology); Work (physics); Government (linguistics); Product (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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.04277816,0.004897659,0.005885437,0.004218925,0.005428819,0.004919136,0.009693809,0.003277904,0.005201158],"category_scores_gemma":[0.03866607,0.005034685,0.003601062,0.006315804,0.00173801,0.003287736,0.004364765,0.005588332,0.0006248146],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01298916,"about_ca_system_score_gemma":0.01943797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00375421,"about_ca_topic_score_gemma":0.005219848,"domain_scores_codex":[0.9573981,0.007784747,0.007677944,0.007971823,0.005763693,0.01340368],"domain_scores_gemma":[0.9703371,0.01183062,0.00353057,0.005568829,0.003985669,0.004747192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01751876,0.008159278,0.1809881,0.002334113,0.01719004,0.00417186,0.03187864,0.02009424,0.04607169,0.3083039,0.1938557,0.1694337],"study_design_scores_gemma":[0.02995235,0.001903796,0.2677612,0.002388256,0.009489127,0.00203575,0.01525606,0.1313055,0.02561797,0.2943665,0.2102536,0.009669862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3723356,0.04728954,0.5259784,0.03300009,0.003997284,0.009630084,0.002909684,0.001311229,0.003548014],"genre_scores_gemma":[0.9113752,0.00934349,0.05518072,0.01097366,0.003921669,0.005591126,0.0003897836,0.0006081027,0.002616275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5390396,"threshold_uncertainty_score":0.9980161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821037215210495,"score_gpt":0.363669843187284,"score_spread":0.3154594710351791,"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."}}