{"id":"W3030920455","doi":"10.33408/2519-237x.2020.4-2.176","title":"Разработка методики испытаний пакетов материалов одежды специальной защитной пожарных с учетом послойного контроля температуры при нагревании","year":2020,"lang":"ru","type":"article","venue":"Journal of Civil Protection","topic":"Polymer Science and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001172623,0.0007282351,0.0009859274,0.0005366431,0.0005646307,0.0003931068,0.001158254,0.0005383648,0.000972982],"category_scores_gemma":[0.0004087712,0.000720233,0.0007307131,0.002179089,0.0002156842,0.001767271,0.0001827299,0.002306865,0.0008653083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004412982,"about_ca_system_score_gemma":0.0004660181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283502,"about_ca_topic_score_gemma":0.0001229638,"domain_scores_codex":[0.9946638,0.0002054382,0.002001059,0.0006823533,0.001395512,0.00105183],"domain_scores_gemma":[0.9965101,0.0001052571,0.001246052,0.000653362,0.0004914154,0.0009937516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005650403,0.000852107,0.0009267511,0.001127825,0.00100292,0.0002370876,0.007471166,0.0273609,0.7785541,0.001360069,0.03004822,0.1504938],"study_design_scores_gemma":[0.007321824,0.005129841,0.01946988,0.002264094,0.001472334,0.001998395,0.003029837,0.1376409,0.370693,0.005311802,0.4414907,0.004177409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4122556,0.01826545,0.465335,0.06217114,0.009566211,0.004162789,0.000150661,0.001206161,0.02688698],"genre_scores_gemma":[0.9926653,0.001060116,0.0007991948,0.0007259874,0.003885031,0.00007993397,0.000005249009,0.0001394436,0.0006397478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5804097,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754568036712151,"score_gpt":0.2251645820382298,"score_spread":0.1976189016711082,"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."}}