{"id":"W4402227683","doi":"10.2139/ssrn.4946457","title":"A Novel Modular System for Pipe Racks Using Slip-Friction Connections","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Modular design; Slip (aerodynamics); Computer science; Structural engineering; Mechanical engineering; Materials science; Geology; Forensic engineering; Engineering; Operating system; Aerospace engineering","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":[0.0003540397,0.001197097,0.0008686367,0.001043556,0.0008429608,0.0006266712,0.002391357,0.0008838595,0.01604028],"category_scores_gemma":[0.0005975891,0.0005826812,0.0005512236,0.0006569856,0.000422318,0.001195698,0.001791688,0.0004590772,0.005051519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309491,"about_ca_system_score_gemma":0.0007021751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007793182,"about_ca_topic_score_gemma":0.0009908109,"domain_scores_codex":[0.9993865,0.00006843972,0.00003594588,0.0002256794,0.0001905874,0.00009276156],"domain_scores_gemma":[0.9993554,0.00005836803,0.00007617746,0.0002230755,0.0001849148,0.000102188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009765341,0.000492029,0.005648168,0.0008054191,0.0001491176,0.0007014616,0.0003818164,0.04196415,0.4318779,0.008487792,0.01047153,0.4980441],"study_design_scores_gemma":[0.0004349826,0.00509847,0.01691675,0.0002191475,0.0006119167,0.002834216,0.0002197992,0.5778238,0.2696888,0.006772128,0.1189829,0.0003971519],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09972524,0.0002504718,0.8794509,0.0001174382,0.0002667046,0.0002845928,0.0003225394,0.01081102,0.008771131],"genre_scores_gemma":[0.7172999,0.0001699722,0.2635292,0.00009229602,0.000144132,0.0003282485,0.0004852727,0.0003407934,0.0176101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01604028,"threshold_uncertainty_score":0.05366015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004859355582576,"score_gpt":0.2241919379055028,"score_spread":0.214143344349677,"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."}}