{"id":"W2093644432","doi":"10.1115/pvp2006-icpvt-11-93819","title":"Performance of High-Pressure Fibre-Reinforced Polymer Composite Pipe Structures","year":2006,"lang":"en","type":"article","venue":"","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Composite number; Materials science; Corrosion; Composite material; Pipeline (software); Joint (building); Pipeline transport; Structural engineering; Mechanical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003049711,0.000112401,0.0001660586,0.00003927984,0.00002870157,0.00001156153,0.0001098564,0.00006037969,0.0008613564],"category_scores_gemma":[0.000002615727,0.00009412722,0.00004955999,0.00009002403,0.00003488714,0.000087857,0.00002759939,0.0000732628,0.0000130312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008457077,"about_ca_system_score_gemma":0.00000598243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002761329,"about_ca_topic_score_gemma":0.00001056562,"domain_scores_codex":[0.9994237,0.000007054481,0.00020934,0.00009493907,0.0001222648,0.0001427098],"domain_scores_gemma":[0.999643,0.00002814861,0.00002157849,0.0002416402,0.00002945112,0.00003612714],"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":[0.00003962535,0.000002773321,0.005120616,0.0001942132,0.00001370334,6.750897e-7,0.00004400445,0.06927732,0.9173112,0.00497759,0.001584966,0.001433339],"study_design_scores_gemma":[0.0002843493,0.00002497162,0.05482562,0.00001039418,0.00001445704,0.00000321265,0.000006431066,0.1007233,0.843223,0.00002311918,0.0007117435,0.0001494334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862062,0.0002481608,0.0008855847,0.00001848278,0.0001745658,0.0000719336,0.00001335827,0.0002179014,0.01216385],"genre_scores_gemma":[0.9971399,0.000006641492,0.000270317,0.0000246667,0.00004346942,0.000002062383,0.00001479229,0.00001190891,0.002486208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07408817,"threshold_uncertainty_score":0.9431249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003875932354452507,"score_gpt":0.1787005774532222,"score_spread":0.1748246450987697,"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."}}