{"id":"W4404144323","doi":"10.1016/j.oceaneng.2024.119721","title":"Mechanical study and equations for gravity flow pipe liners stretching across ring fractures or joints under shear action","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Postdoctoral Program for Innovative Talents; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Shear (geology); Mechanics; Action (physics); Flow (mathematics); Shear flow; Geotechnical engineering; Geology; Materials science; Structural engineering; Engineering; Physics; Composite material","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":[0.0005866988,0.0005840971,0.0005235201,0.001306304,0.0007907573,0.0009486661,0.001323063,0.001618147,0.004730266],"category_scores_gemma":[0.00255802,0.0004586785,0.0007591647,0.0006854694,0.001392633,0.001328192,0.0009495509,0.001179399,0.0005718875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004744,"about_ca_system_score_gemma":0.0008772739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009785447,"about_ca_topic_score_gemma":0.006831373,"domain_scores_codex":[0.9997972,0.00004364975,0.00001924873,0.00004934084,0.00006622209,0.00002423337],"domain_scores_gemma":[0.9994879,0.0002465353,0.00008148654,0.00003025397,0.0001270621,0.00002676144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006586184,0.000134966,0.005102696,0.0002394149,0.00004152852,0.0007157336,0.0006564716,0.767146,0.014234,0.1810457,0.003124257,0.02749333],"study_design_scores_gemma":[0.00002153519,0.00008322839,0.004571542,0.00002795432,0.00001711811,0.0001945083,0.0002294703,0.9705346,0.0009945942,0.01961919,0.003671636,0.00003466406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4199482,0.004191942,0.4618284,0.003923611,0.0006978998,0.0004398267,0.001093814,0.0002487162,0.1076277],"genre_scores_gemma":[0.8902503,0.001932505,0.03392127,0.00031239,0.0004441801,0.0002375572,0.0003748093,0.000139119,0.07238801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009785447,"threshold_uncertainty_score":0.01945698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957767909792138,"score_gpt":0.2868278436079881,"score_spread":0.2672501645100668,"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."}}