{"id":"W4392017378","doi":"10.47820/recima21.v5i2.4874","title":"REVISÃO SISTEMÁTICA COMPARATIVA DE CICLOS COMBINADOS DE GERAÇÃO DE ENERGIA BASEADOS EM GASEIFICAÇÃO DE BIOMASSA E GÁS NATURAL/BIOMASSA","year":2024,"lang":"pt","type":"article","venue":"RECIMA21 - Revista Científica Multidisciplinar - ISSN 2675-6218","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de la Gaspésie","funders":"","keywords":"Chemistry","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00329943,0.002478755,0.002454374,0.001163134,0.001153501,0.002180331,0.002874157,0.001525982,0.001972138],"category_scores_gemma":[0.001340577,0.002544858,0.001607741,0.004044584,0.0007207067,0.0008449365,0.001211906,0.002569943,0.001414909],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005503572,"about_ca_system_score_gemma":0.001647245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005029951,"about_ca_topic_score_gemma":0.00001786624,"domain_scores_codex":[0.9864034,0.001336957,0.002795189,0.003137475,0.001703347,0.0046236],"domain_scores_gemma":[0.9917708,0.001784199,0.0006529945,0.002674665,0.0005692701,0.002548082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005403251,0.001201943,0.001240222,0.01383161,0.001138342,0.002129763,0.008678264,0.0002934837,0.9244177,0.002739581,0.03535987,0.008428914],"study_design_scores_gemma":[0.004836678,0.0006811357,0.002503003,0.01705813,0.002500864,0.001587903,0.006295784,0.2893101,0.562553,0.0006927473,0.1053148,0.006665895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056494,0.06268979,0.01603648,0.004497786,0.002332867,0.002951236,0.001323259,0.003206324,0.001312852],"genre_scores_gemma":[0.9837089,0.001610556,0.006918753,0.0002422342,0.0006403537,0.000330559,0.0005297202,0.0006742804,0.005344595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3618647,"threshold_uncertainty_score":0.9997702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814176648384662,"score_gpt":0.2825497251499436,"score_spread":0.264407958666097,"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."}}