{"id":"W4389128002","doi":"10.5151/2594-5327-15410","title":"A EVOLUÇÃO DA INSPEÇÃO ENDOSCÓPICA INDUSTRIAL NO DIAGNÓSTICO DE FALHAS EM EQUIPAMENTOS SOB ALTA TEMPERATURA","year":2009,"lang":"pt","type":"article","venue":"ABM Proceedings","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003612641,0.0009782856,0.001140772,0.0003491969,0.001658441,0.003206075,0.0007344228,0.000394372,0.001600961],"category_scores_gemma":[0.000456577,0.0008773798,0.0003695245,0.0003499278,0.0006258498,0.0009853439,0.000248866,0.001430964,0.000576021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373829,"about_ca_system_score_gemma":0.0002809986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000246107,"about_ca_topic_score_gemma":0.00002750098,"domain_scores_codex":[0.9956195,0.00003916562,0.0009563609,0.00103628,0.0007373561,0.001611316],"domain_scores_gemma":[0.9977843,0.0001474918,0.0005548724,0.0003108488,0.0007536844,0.0004487968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000511726,0.0005913049,0.001773544,0.0001979726,0.0004809678,0.00007709528,0.2541507,5.454098e-7,0.001744288,0.212763,0.5199823,0.00772647],"study_design_scores_gemma":[0.002605797,0.003034234,0.0007686194,0.0008867921,0.000530849,0.00004187483,0.04684491,0.0001496649,0.0002415562,0.001189451,0.9422692,0.001437061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5906473,0.008904474,0.000009798082,0.008869526,0.003098273,0.002206862,0.000529471,0.0008623889,0.3848719],"genre_scores_gemma":[0.9272381,0.0003972332,0.0001080724,0.004462062,0.01097898,0.0001033333,0.00004569099,0.00009033195,0.0565762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4222868,"threshold_uncertainty_score":0.9996412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856957317074714,"score_gpt":0.2575855543998082,"score_spread":0.2190159812290611,"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."}}