{"id":"W4226514192","doi":"10.14498/vsgtu1880","title":"Моделирование одномерных механодиффузионных процессов в ортотропном сплошном цилиндре, находящемся под действием нестационарных объемных возмущений","year":2022,"lang":"ru","type":"article","venue":"Вестник Самарского государственного технического университета Серия Физико-математические науки","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Materials science","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.006440468,0.009751515,0.00880865,0.004780072,0.007976209,0.00308239,0.01184787,0.003252037,0.09488895],"category_scores_gemma":[0.001926242,0.01151899,0.004635096,0.009023407,0.003189435,0.003779462,0.009428119,0.01305699,0.01820683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009105354,"about_ca_system_score_gemma":0.004485927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339175,"about_ca_topic_score_gemma":0.001323227,"domain_scores_codex":[0.9537153,0.003575568,0.009975466,0.009366415,0.009568468,0.01379873],"domain_scores_gemma":[0.9734511,0.003907482,0.004092566,0.01051359,0.001526262,0.00650903],"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":[0.009952728,0.01563776,0.00686848,0.008308966,0.01481715,0.009892529,0.02903438,0.1413364,0.05961027,0.06458904,0.4818416,0.1581107],"study_design_scores_gemma":[0.02217092,0.00689248,0.01117827,0.001867482,0.005757452,0.003845975,0.01461629,0.03403878,0.004119293,0.01397148,0.8606868,0.02085473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.314353,0.07158425,0.03576927,0.01072105,0.08438005,0.02067316,0.02010861,0.01949964,0.422911],"genre_scores_gemma":[0.9099996,0.002662855,0.004018287,0.004895251,0.008214891,0.003639614,0.002880157,0.004191614,0.05949771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5956467,"threshold_uncertainty_score":0.9995233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0070702928899031,"score_gpt":0.1782157505447939,"score_spread":0.1711454576548908,"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."}}