{"id":"W223195118","doi":"","title":"Coating Transmission Pipeline for Arctic Conditions: Trial Shows Promise","year":2006,"lang":"en","type":"article","venue":"Journal of protective coatings & linings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Pipeline (software); Pipeline transport; Arctic; Joint (building); Environmental science; Welding; Marine engineering; Civil engineering; Materials science; Engineering; Mechanical engineering; Composite material; Environmental engineering; Geology; Oceanography","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":[0.002722843,0.0007382189,0.0004644479,0.0003294334,0.0008586874,0.001373368,0.0009957289,0.001469978,0.007031518],"category_scores_gemma":[0.002301908,0.000173131,0.0008840414,0.0003511605,0.0005523734,0.0006253499,0.0005930507,0.001144239,0.001195236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009528465,"about_ca_system_score_gemma":0.001945316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254503,"about_ca_topic_score_gemma":0.02160221,"domain_scores_codex":[0.9990798,0.0002705803,0.00003506765,0.00009447303,0.0003625447,0.0001575613],"domain_scores_gemma":[0.9988593,0.0001621834,0.0001112817,0.0000748173,0.0004941633,0.0002981854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01912791,0.01711611,0.01608695,0.00427899,0.001513063,0.003457252,0.00279453,0.007555434,0.1299522,0.005572569,0.07509898,0.7174461],"study_design_scores_gemma":[0.01047945,0.1690465,0.04164755,0.001758079,0.001590587,0.003453892,0.003548014,0.007312559,0.171531,0.001865519,0.5875283,0.000238569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721429,0.05495107,0.02460161,0.01793153,0.004613476,0.002679782,0.001894586,0.001621638,0.1195635],"genre_scores_gemma":[0.8831792,0.0456818,0.02176119,0.004448323,0.0009138149,0.0006029921,0.002278742,0.0004250258,0.04070885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01254503,"threshold_uncertainty_score":0.02494401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312280764921471,"score_gpt":0.2431510013257568,"score_spread":0.2300281936765421,"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."}}