{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072512,0.0005395727,0.0007104168,0.0005354469,0.0003017028,0.0008624351,0.0005738239,0.0006576283,0.001344077],"category_scores_gemma":[0.002567088,0.0003447224,0.0006754794,0.0006931343,0.0002900104,0.0006583049,0.000393314,0.0005023525,0.0003635986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007141447,"about_ca_system_score_gemma":0.000625103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005498002,"about_ca_topic_score_gemma":0.007744456,"domain_scores_codex":[0.9992913,0.0001164521,0.00003662819,0.0002370295,0.0002601424,0.00005839774],"domain_scores_gemma":[0.9986475,0.0006294028,0.0001912342,0.0001443543,0.0003420848,0.00004540022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00212618,0.0004075996,0.05934519,0.0009188193,0.0002336441,0.0002118646,0.000547161,0.0690857,0.7850132,0.0007548774,0.0004613059,0.08089443],"study_design_scores_gemma":[0.00007149373,0.002623269,0.1453756,0.00006924601,0.0003941891,0.000233906,0.0006270164,0.3034299,0.5408765,0.001213598,0.004949087,0.0001362272],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548699,0.001076308,0.04133886,0.0001041571,0.00003902796,0.00008675684,0.0004398214,0.000251226,0.001793994],"genre_scores_gemma":[0.9812166,0.0004266905,0.01660188,0.00003302266,0.000005206807,0.00006092116,0.0002630814,0.00004041647,0.001352042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005498002,"threshold_uncertainty_score":0.01093197,"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."}}