{"id":"W1970520365","doi":"10.1115/ipc2006-10347","title":"Methodologies for Evaluating and Qualifying External Pipeline Coatings for Northern Pipelines","year":2006,"lang":"en","type":"article","venue":"Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Environmental science; Cover (algebra); Forensic engineering; Marine engineering; Computer science; Engineering; Environmental engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02492755,0.001017326,0.0008102248,0.005393997,0.001068877,0.002581976,0.001836849,0.0008531575,0.001393614],"category_scores_gemma":[0.03810995,0.0005724776,0.0006302786,0.003006865,0.001109971,0.001454051,0.001559667,0.0007484294,0.0005566677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214419,"about_ca_system_score_gemma":0.004681989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007629066,"about_ca_topic_score_gemma":0.01405831,"domain_scores_codex":[0.9760325,0.00618198,0.004219903,0.001239992,0.01183063,0.0004950659],"domain_scores_gemma":[0.9551467,0.006530224,0.005890012,0.004470807,0.02757478,0.0003876124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003388853,0.000598007,0.04448264,0.002369296,0.0001789988,0.0004192137,0.002901822,0.02150442,0.279705,0.009371842,0.002918325,0.6352117],"study_design_scores_gemma":[0.0001430502,0.002557434,0.06938505,0.0009388653,0.0004105282,0.001690565,0.005076874,0.05963721,0.7819639,0.007534285,0.07031117,0.0003510801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.125407,0.001242562,0.8579096,0.0001702915,0.0000764476,0.004933861,0.0006756119,0.001127661,0.008456993],"genre_scores_gemma":[0.1106271,0.0006055542,0.8848003,0.00003859335,0.000009454497,0.001702102,0.0007286057,0.00007374628,0.00141458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.992371,"threshold_uncertainty_score":0.131831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203443303632768,"score_gpt":0.2981899501514894,"score_spread":0.2661555171151617,"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."}}