{"id":"W2276034341","doi":"10.19094/contextus.v13i3.597","title":"ABORDAGEM ESTOCÁSTICA NA AVALIAÇÃO ECONÔMICO-FINANCEIRA DO PROCESSO DE FUSÕES &amp; AQUISIÇÕES – F&amp;A: ESTUDO DE CASO DA TOTVS S/A","year":2015,"lang":"pt","type":"article","venue":"Contextus - Revista Contemporânea de Economia e Gestão","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Physics; Chemistry; Humanities; Molecular biology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01136546,0.002005095,0.003666086,0.0008942297,0.001449933,0.005404401,0.003834534,0.0008360611,0.001121317],"category_scores_gemma":[0.01087151,0.001926644,0.0009365575,0.001370476,0.00148645,0.002038067,0.001819779,0.001174288,0.004223276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971876,"about_ca_system_score_gemma":0.004377181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067815,"about_ca_topic_score_gemma":0.001723614,"domain_scores_codex":[0.9871979,0.001158197,0.003920164,0.003328001,0.001224407,0.003171351],"domain_scores_gemma":[0.9876845,0.002159814,0.002857032,0.003586443,0.001913824,0.001798326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001914852,0.001446276,0.2925006,0.0017153,0.001993141,0.0007954927,0.02424134,0.0007950683,0.0002250419,0.05310247,0.5033532,0.1179171],"study_design_scores_gemma":[0.005604451,0.0004336015,0.02082225,0.00124788,0.0007089003,0.0002447292,0.00835433,0.00313023,0.00004220942,0.004028112,0.9525695,0.002813807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7674616,0.09915338,0.08141032,0.01136958,0.004986857,0.005582029,0.0008716648,0.0008384578,0.0283261],"genre_scores_gemma":[0.9440501,0.002421272,0.002150275,0.002937065,0.0007436335,0.0006239913,0.00007532033,0.0002546854,0.04674361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4492162,"threshold_uncertainty_score":0.99985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765350296186543,"score_gpt":0.37340002747733,"score_spread":0.1968649978586757,"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."}}