{"id":"W2313457840","doi":"10.1115/ipc2014-33134","title":"A Stress Check Procedure for Pipe Lowering-In Process During Pipeline Construction","year":2014,"lang":"en","type":"article","venue":"","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Stress (linguistics); Structural engineering; Pipeline (software); Finite element method; Girth (graph theory); Boom; Executable; Deformation (meteorology); Computer science; Welding; Process (computing); Engineering; Mechanical engineering; Mathematics; Materials 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":[0.0006769016,0.0004605477,0.0004768676,0.0006690568,0.000829977,0.0004983119,0.0008156675,0.0004386736,0.003174891],"category_scores_gemma":[0.002168993,0.0003355764,0.0003789179,0.0003206224,0.0005351051,0.0005488257,0.0003799653,0.0006308696,0.0005201483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003922089,"about_ca_system_score_gemma":0.001454471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636854,"about_ca_topic_score_gemma":0.003050922,"domain_scores_codex":[0.9995521,0.00006183188,0.00003937597,0.00009188951,0.0002153324,0.00003958524],"domain_scores_gemma":[0.9989262,0.0003325682,0.000206361,0.0001298387,0.0003786475,0.00002628723],"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":[0.00033845,0.0001837958,0.008873284,0.0004310009,0.00003467838,0.0006201404,0.001082501,0.160579,0.4192101,0.02014041,0.002325845,0.3861808],"study_design_scores_gemma":[0.00003645531,0.0004448336,0.007440239,0.00004405939,0.00004673211,0.0003795225,0.0001946644,0.7191556,0.259814,0.005828257,0.006509332,0.0001063129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0246017,0.00001501356,0.9727437,0.00002662093,0.0000130309,0.0001334554,0.00005776444,0.001223357,0.001185304],"genre_scores_gemma":[0.5199095,0.00006644798,0.477101,0.00003175694,0.00001064615,0.000258183,0.0002039569,0.000229961,0.002188479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003174891,"threshold_uncertainty_score":0.01062113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00537970745182081,"score_gpt":0.2423828945341902,"score_spread":0.2370031870823694,"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."}}