{"id":"W3088252452","doi":"10.15407/pmach2020.03.037","title":"Analysis of the Static Strength of the Emergency-Cooldown Heat Exchanger with the Use of the Design Tightness Value of Flange-Joint Pins","year":2020,"lang":"en","type":"article","venue":"Problemy mašinostroeniâ/Problemy mašinostroeniâ","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Flange; Heat exchanger; Joint (building); Value (mathematics); Structural engineering; Engineering; Mechanical engineering; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000661577,0.0003412158,0.0002979431,0.0008203072,0.000163981,0.000301376,0.0004223557,0.0003204119,0.00118607],"category_scores_gemma":[0.001337008,0.0002426244,0.0003564366,0.0003846445,0.0003123013,0.0002976325,0.000218261,0.0001623859,0.0001874228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721999,"about_ca_system_score_gemma":0.0003490169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128483,"about_ca_topic_score_gemma":0.001181002,"domain_scores_codex":[0.9995358,0.00007658621,0.00002115899,0.00006085463,0.0002705965,0.00003498706],"domain_scores_gemma":[0.9993736,0.0002544206,0.0000912956,0.00007305473,0.0001935519,0.00001406977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000278877,0.00004866313,0.02629837,0.0002631711,0.00009736613,0.000414566,0.0001449545,0.7018152,0.2075569,0.004254386,0.0002688678,0.05855873],"study_design_scores_gemma":[0.00001881834,0.0005343235,0.08843379,0.00003441142,0.0001179443,0.0004862018,0.0001391312,0.6971196,0.2092269,0.0008240599,0.003024783,0.00004012523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470494,0.0001903921,0.04679943,0.00002987167,0.00001003522,0.00001871253,0.000114902,0.0001392182,0.005647927],"genre_scores_gemma":[0.9967674,0.00003416237,0.00242345,0.000003079014,0.000001659218,0.000007721582,0.00005938044,0.000007400788,0.0006957718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118607,"threshold_uncertainty_score":0.003967822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835696925396775,"score_gpt":0.1934592203310346,"score_spread":0.1651022510770669,"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."}}