{"id":"W66370306","doi":"10.5006/c2009-09120","title":"Hydrogen Effects on High Strength Pipeline Steels","year":2009,"lang":"en","type":"article","venue":"","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Pipeline (software); Materials science; Hydrogen; Corrosion; Metallurgy; Hydrogen embrittlement; Pipeline transport; Forensic engineering; Engineering; Chemistry; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003660739,0.0003484805,0.00018715,0.0003080622,0.0001842462,0.0002100192,0.0002484697,0.00036509,0.001026088],"category_scores_gemma":[0.0005477716,0.0001923049,0.0002596881,0.0002317828,0.0002871146,0.0002390228,0.0002094129,0.0002627546,0.000164492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000275271,"about_ca_system_score_gemma":0.0001268246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479393,"about_ca_topic_score_gemma":0.002292163,"domain_scores_codex":[0.9996189,0.00006143584,0.00002210242,0.00005046408,0.0001932015,0.00005399954],"domain_scores_gemma":[0.9995509,0.00009441326,0.0001053104,0.00002698132,0.0001831511,0.00003920154],"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":[0.0001684444,0.0000158341,0.001362939,0.00007231988,0.00001139176,0.0001188412,0.0000437201,0.0004181498,0.9959133,0.00002201767,0.00002717668,0.001825803],"study_design_scores_gemma":[0.000008758742,0.001064834,0.01449293,0.000005003625,0.0000143125,0.0001524662,0.0000800612,0.0009108294,0.9827461,0.00001756463,0.0004997864,0.000007315489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989838,0.0001375764,0.0004980798,0.00001428098,0.000003973426,0.000006015725,0.00004813469,0.00001328458,0.0002948638],"genre_scores_gemma":[0.9989171,0.00008393957,0.0004522916,0.00001103815,0.000001353354,0.000002530551,0.00007831994,0.00000523712,0.0004482773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479393,"threshold_uncertainty_score":0.003432631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000036237246446,"score_gpt":0.2552385693797305,"score_spread":0.245238207007266,"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."}}