{"id":"W1997135744","doi":"10.1115/ipc2006-10152","title":"Low Application Temperature Graded Structure Polyolefin Coating System Based on a Next Generation FBE for Strain-Based Design Pipelines Using High Strength Steel","year":2006,"lang":"en","type":"article","venue":"Volume 2: Integrity Management; Poster Session; Student Paper Competition","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Coating; Materials science; Polyolefin; Composite material; Ultimate tensile strength; Structural engineering; Mechanical engineering; Engineering","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":[0.0001161139,0.0003077228,0.0002067378,0.0003075597,0.0001389063,0.000266875,0.0005350579,0.000473631,0.001145341],"category_scores_gemma":[0.0001709266,0.0001747847,0.000208952,0.0001397753,0.0001666852,0.0002490399,0.0001938345,0.0003581685,0.0006355431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962221,"about_ca_system_score_gemma":0.0002488495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231293,"about_ca_topic_score_gemma":0.002247586,"domain_scores_codex":[0.9998234,0.000008508301,0.000007327538,0.0000347367,0.0001026224,0.00002345765],"domain_scores_gemma":[0.9998659,0.000007756155,0.00003388066,0.00002452474,0.00004791158,0.00002002134],"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":[0.00002323893,0.00001789969,0.0002118527,0.00003280623,0.000003945428,0.00006977957,0.00001961964,0.0005349167,0.9908149,0.0003015588,0.0002993431,0.007670225],"study_design_scores_gemma":[0.0000165079,0.000342564,0.003165449,0.000008859769,0.00001572571,0.000404176,0.00001046534,0.01273642,0.9710517,0.00004499975,0.01217715,0.00002587904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7434075,0.0009907032,0.2271795,0.0002457153,0.0004171816,0.0002520546,0.0002497081,0.003071306,0.02418642],"genre_scores_gemma":[0.8771306,0.0002876606,0.1097071,0.00009989287,0.00003040584,0.0000520368,0.0001559455,0.0000974864,0.01243896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231293,"threshold_uncertainty_score":0.003831506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495307020216862,"score_gpt":0.241884080991716,"score_spread":0.2169310107895474,"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."}}