{"id":"W7072331938","doi":"","title":"Опыт эксплуатации теплообменников типа ALFA LAVAL в системе теплоснабжения на ТЭС","year":2015,"lang":"ru","type":"article","venue":"Электронный научный архив ТПУ: Главная страница (Tomsk Polytechnic University)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Term (time); Component (thermodynamics)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002496953,0.002261849,0.002193006,0.003348315,0.001833819,0.0007470776,0.004868621,0.001906683,0.004974463],"category_scores_gemma":[0.0005029343,0.00246559,0.001249878,0.004862634,0.002325868,0.00309574,0.001048794,0.003042659,0.006312405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186733,"about_ca_system_score_gemma":0.002170618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02569389,"about_ca_topic_score_gemma":0.001055544,"domain_scores_codex":[0.9874566,0.001143614,0.001666685,0.003172126,0.002811983,0.00374895],"domain_scores_gemma":[0.9909682,0.0005837564,0.001280117,0.003175143,0.0008841757,0.003108653],"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":[0.001910589,0.001129339,0.01410587,0.0003636773,0.0009339218,0.003421416,0.002796207,0.000761211,0.001106084,0.005719689,0.8234005,0.1443515],"study_design_scores_gemma":[0.004310592,0.001764797,0.001522717,0.000653534,0.0008436248,0.0004624527,0.004600947,0.01212526,0.006308079,0.002768002,0.9612272,0.003412789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1419684,0.02653894,0.01558213,0.03322018,0.01771461,0.007351985,0.004752581,0.01320006,0.7396711],"genre_scores_gemma":[0.8592272,0.006683674,0.005529413,0.007367768,0.001872244,0.000007649988,0.001045454,0.0002643992,0.1180021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7172588,"threshold_uncertainty_score":0.9994656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247712332890746,"score_gpt":0.2004312412788517,"score_spread":0.1756600079897771,"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."}}