{"id":"W2095055488","doi":"10.1115/omae2006-92503","title":"Qualification of Welding Procedures for ExxonMobil High Strain Pipelines","year":2006,"lang":"en","type":"article","venue":"","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Welding; Submarine pipeline; Pipeline transport; Settlement (finance); Engineering; Structural engineering; Piping; Frost heaving; Displacement (psychology); Pipeline (software); Geotechnical engineering; Marine 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":[0.002493422,0.0005228359,0.0002949175,0.0007066827,0.0006996231,0.0005540638,0.001001867,0.0005006891,0.004429185],"category_scores_gemma":[0.006171749,0.0004090499,0.0003107699,0.0002395082,0.0005421741,0.0005861798,0.0005212675,0.0004879441,0.0007949504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755509,"about_ca_system_score_gemma":0.001266707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473676,"about_ca_topic_score_gemma":0.003151664,"domain_scores_codex":[0.9973,0.0004641616,0.000212017,0.000260039,0.00160718,0.0001566637],"domain_scores_gemma":[0.9942985,0.001388056,0.0007989545,0.0009428086,0.002433443,0.0001381819],"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":[0.0005351458,0.000204643,0.007469377,0.0005342221,0.00003541581,0.0004844437,0.001169909,0.03060781,0.7182358,0.002889816,0.001583772,0.2362497],"study_design_scores_gemma":[0.00008329064,0.003225828,0.03406646,0.0001067206,0.00004638671,0.001686863,0.000514156,0.06358891,0.8755958,0.001142398,0.01981838,0.0001248995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2978016,0.0002370353,0.692553,0.0001215859,0.00005633761,0.001118413,0.000191013,0.002051927,0.005868969],"genre_scores_gemma":[0.7009774,0.0001836964,0.287203,0.0000678917,0.00001528161,0.0004130203,0.0003841645,0.0004083514,0.01034716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004429185,"threshold_uncertainty_score":0.01481712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392093432824066,"score_gpt":0.2338813994859864,"score_spread":0.2199604651577457,"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."}}