{"id":"W2732756712","doi":"10.15210/rbes.v3i1.10078","title":"Análise comparativa entre radiação micro-ondas e aquecimento resistivo para sinterização do aço inox 316L reforçado com B4C","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Engenharia e Sustentabilidade","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Physics; Humanities; Art","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":["metaepi_narrow"],"category_scores_codex":[0.000750909,0.001777301,0.002314546,0.0003013655,0.001538658,0.004157236,0.002534319,0.0007561804,0.003836838],"category_scores_gemma":[0.0003498713,0.00184514,0.0007400896,0.0002790805,0.0004955753,0.001226967,0.001076243,0.001215604,0.0007289334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469439,"about_ca_system_score_gemma":0.0002782155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896377,"about_ca_topic_score_gemma":0.00004891612,"domain_scores_codex":[0.9926803,0.0006409351,0.002079286,0.001766634,0.0006979936,0.002134903],"domain_scores_gemma":[0.9933072,0.0004095095,0.00112188,0.003860827,0.0002728058,0.0010278],"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":[0.001395014,0.001072396,0.04094091,0.004533447,0.001607258,0.000763001,0.005370227,0.00181414,0.9194764,0.007085812,0.01265287,0.003288536],"study_design_scores_gemma":[0.01752661,0.001792199,0.2526177,0.01102095,0.004041205,0.0009150405,0.009528164,0.01717012,0.4814182,0.0007922795,0.1902592,0.01291833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571374,0.02198345,0.01112527,0.0004488688,0.00272527,0.002809719,0.00150431,0.0006375521,0.001628145],"genre_scores_gemma":[0.9895959,0.00091335,0.004140164,0.0001434263,0.0009942958,0.0001793429,0.0003719686,0.0004022546,0.003259299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4380582,"threshold_uncertainty_score":0.9997612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657055781476493,"score_gpt":0.293484576281055,"score_spread":0.2669140184662901,"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."}}