{"id":"W4403639133","doi":"10.29327/conemi24.911648","title":"USO DO BIODIGESTROR: UMA ALTERNATIVA À SUSTENTABILIDADE AMBIENTAL","year":2024,"lang":"pt","type":"article","venue":"Anais do Congresso Internacional de Engenharia Mecânica e Industrial","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal de Mato Grosso do Sul","keywords":"Computer science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001165342,0.001186594,0.0009263345,0.000322232,0.001075971,0.001970261,0.002283503,0.0009672925,0.02713387],"category_scores_gemma":[0.0003295782,0.001144148,0.001146721,0.0004602011,0.001790925,0.001118387,0.0022773,0.002326325,0.005384617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645299,"about_ca_system_score_gemma":0.0001453315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221471,"about_ca_topic_score_gemma":0.0002651568,"domain_scores_codex":[0.9925962,0.0004865143,0.00129409,0.002135893,0.001721971,0.001765345],"domain_scores_gemma":[0.9970533,0.0004778913,0.0004522796,0.001149273,0.00003038042,0.0008369385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001790046,0.001776111,0.670104,0.0001820856,0.006238301,0.004039884,0.005476524,0.0005159885,0.005293735,0.00865999,0.1812721,0.1146512],"study_design_scores_gemma":[0.009557887,0.002051462,0.1939339,0.003590452,0.002321038,0.0007506176,0.006642595,0.005417588,0.01705439,0.001843359,0.7519538,0.004882847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627505,0.009422482,0.00008671462,0.003229854,0.01368736,0.001019488,0.001802638,0.000213757,0.007787184],"genre_scores_gemma":[0.9909828,0.001784304,0.00007789068,0.0001805892,0.002330439,0.0001369192,0.0001113767,0.0001254811,0.004270159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706817,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151701654688645,"score_gpt":0.2712683310164173,"score_spread":0.2397513144695309,"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."}}