{"id":"W2990607626","doi":"10.15675/gepros.v14i5.2556","title":"Avaliação do Impacto de Desvios de Qualidade em uma Indústria Farmacêutica Veterinária na Terceirização de Processos Produtivos","year":2019,"lang":"pt","type":"article","venue":"GEPROS. Gestão da Produção, Operações e Sistemas","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01508643,0.001684798,0.002031529,0.0006574743,0.001735114,0.002652264,0.005043985,0.002673618,0.00241543],"category_scores_gemma":[0.007349086,0.001637296,0.000778872,0.002480235,0.001101643,0.001811732,0.001914366,0.004579632,0.002292179],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00346403,"about_ca_system_score_gemma":0.006795944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185737,"about_ca_topic_score_gemma":0.0001660598,"domain_scores_codex":[0.9803143,0.004443443,0.002269265,0.003599541,0.003458974,0.005914456],"domain_scores_gemma":[0.9917082,0.0009007112,0.001116056,0.002938085,0.0009505127,0.002386495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003297176,0.002211581,0.2656737,0.01538062,0.002211239,0.000611712,0.5080304,0.001028052,0.130904,0.005277582,0.03080143,0.0345726],"study_design_scores_gemma":[0.0220131,0.01117875,0.06893965,0.02150591,0.003494864,0.001710012,0.4081286,0.02255782,0.1437105,0.005478167,0.2708215,0.02046116],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697981,0.002423892,0.0004411436,0.008163862,0.001470412,0.009748599,0.0003445012,0.0005856433,0.007023864],"genre_scores_gemma":[0.9618126,0.001509427,0.002096262,0.001809305,0.001256245,0.0009866807,0.0000662037,0.0003250222,0.03013823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.24002,"threshold_uncertainty_score":0.9995899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08735227686224384,"score_gpt":0.3928025527310997,"score_spread":0.3054502758688558,"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."}}