{"id":"W7071211644","doi":"","title":"Severity of a Small Wrinkle on Oil and Gas Pipeline with Displacement Control Cyclic Tests","year":2023,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deformation (meteorology); Pipeline transport; Work (physics); Limiting; Buckle; Displacement (psychology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266089,0.0003627289,0.000157794,0.0003652054,0.0002048355,0.0001359836,0.0003214963,0.0003774968,0.001556051],"category_scores_gemma":[0.0007124742,0.0001320212,0.0002030634,0.0003230316,0.0003218018,0.0002240529,0.0002363746,0.0002851205,0.0001060287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827626,"about_ca_system_score_gemma":0.0001218365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724242,"about_ca_topic_score_gemma":0.004200036,"domain_scores_codex":[0.9996175,0.00002562281,0.00003105731,0.00006272447,0.0002114995,0.00005155511],"domain_scores_gemma":[0.9989567,0.0002267853,0.0002834019,0.0000839188,0.0003623248,0.00008675642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004148034,0.0001150925,0.006232567,0.0001248579,0.00001049552,0.0003723657,0.0002630997,0.002319616,0.981589,0.0000463782,0.0001193608,0.008392292],"study_design_scores_gemma":[0.00002093436,0.004366455,0.1074253,0.00002688374,0.00003869284,0.0003562522,0.0005644192,0.008919796,0.8770574,0.00007315602,0.001112451,0.00003831798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979888,0.00008655655,0.001203239,0.00001347797,0.00001000612,0.00002646374,0.0001767774,0.0000403942,0.0004542345],"genre_scores_gemma":[0.9984908,0.00006393833,0.0006736034,0.00001141713,0.000002249665,0.00001479589,0.000131044,0.000005063707,0.0006069997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724242,"threshold_uncertainty_score":0.005205452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458901813030581,"score_gpt":0.2212190697175235,"score_spread":0.2066300515872177,"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."}}