{"id":"W1821291053","doi":"10.5151/mathpro-cnmai-0119","title":"DETERMINAÇÃO DOS PARÂMETROS DE INTERAÇÃO DO SISTEMA TERNÁRIO ACETATO DE ETILA/ÁGUA/AÇÚCAR USANDO O ALGORITMO DE EVOLUÇÃO DIFERENCIAL","year":2015,"lang":"pt","type":"article","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inversa Systems (Canada)","funders":"","keywords":"Physics; Humanities; 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"],"consensus_categories":[],"category_scores_codex":[0.0008089185,0.0006860353,0.0006890292,0.0003507253,0.0001588698,0.0005955245,0.0006767521,0.0006062181,0.0008116305],"category_scores_gemma":[0.0007782837,0.0006741072,0.0002779109,0.0005198983,0.0000762443,0.0007321912,0.0001576944,0.0006825544,0.0003300279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587073,"about_ca_system_score_gemma":0.0007311811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607089,"about_ca_topic_score_gemma":0.0005968161,"domain_scores_codex":[0.9965687,0.000240415,0.0009064894,0.0006008027,0.0005212636,0.001162355],"domain_scores_gemma":[0.9977756,0.000119576,0.0001990928,0.0005600721,0.0004334541,0.0009122088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002200282,0.002337879,0.1878382,0.004388184,0.002128024,0.0006850934,0.1689599,0.1939833,0.02740652,0.006214728,0.120617,0.2832408],"study_design_scores_gemma":[0.002485078,0.0003382903,0.001218595,0.0003897683,0.0002195577,0.0001573678,0.004288018,0.9635875,0.02130169,0.0004277881,0.004558577,0.001027778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1553186,0.001348312,0.8270611,0.0002532334,0.001077757,0.0006074209,0.00005379528,0.0006106775,0.01366912],"genre_scores_gemma":[0.9738554,0.0002784672,0.01887584,0.0005597116,0.0004841659,0.0001424629,0.00004907649,0.0001385762,0.00561626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8185369,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325342151912534,"score_gpt":0.2806499123603508,"score_spread":0.2481156971690974,"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."}}