{"id":"W4406888167","doi":"10.71190/2007-4pdpetro-207-1","title":"GERAO E PR-PROCESSAMENTO DE MODELO PARA ANLISE ESTRUTURAL DE SISTEMAS DE CABEA DE POO SUBMARINO","year":2025,"lang":"es","type":"article","venue":"","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics","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"],"consensus_categories":[],"category_scores_codex":[0.000421201,0.0004526634,0.0005184102,0.0002530152,0.0001537071,0.000351217,0.0006124371,0.000569455,0.00003949017],"category_scores_gemma":[0.0001432713,0.0004360764,0.0001754657,0.0004144857,0.00007887237,0.0002354761,0.0002360562,0.0004785823,0.00002550718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116309,"about_ca_system_score_gemma":0.0004580335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910271,"about_ca_topic_score_gemma":0.0003258533,"domain_scores_codex":[0.9975544,0.0000585181,0.000502439,0.0004209173,0.0001886188,0.001275115],"domain_scores_gemma":[0.9989405,0.0001078426,0.00008123986,0.000611012,0.0000679912,0.0001914501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001478329,0.0003846491,0.4571171,0.01202093,0.001840416,0.0005561945,0.003423693,0.07729756,0.0411872,0.3610016,0.01927861,0.02574421],"study_design_scores_gemma":[0.002219494,0.0001947715,0.08531795,0.002445041,0.0005386554,0.0003030526,0.003161918,0.7293491,0.114206,0.01787405,0.04215286,0.002237016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633165,0.005006167,0.08824733,0.001108737,0.0003632354,0.0004014369,0.00002306254,0.001689166,0.03984431],"genre_scores_gemma":[0.9827738,0.0004745328,0.008849776,0.0001998451,0.00009231779,0.0001425613,0.000005990927,0.00005498121,0.007406168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520516,"threshold_uncertainty_score":0.9998091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009271903434610113,"score_gpt":0.2543374174834621,"score_spread":0.245065514048852,"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."}}