{"id":"W2299857951","doi":"10.1007/s11665-015-1822-5","title":"Initiation of Stress Corrosion Cracks in X80 and X100 Pipe Steels in Near-Neutral pH Environment","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Materials science; Metallurgy; Corrosion; Oxide; Stress (linguistics); Transverse plane; Dissolution; Yield (engineering); Layer (electronics); Composite material; Structural 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":[0.0001125323,0.000117787,0.0001131032,0.0001315019,0.0001591459,0.0001232629,0.0001780175,0.0002698267,0.002557774],"category_scores_gemma":[0.0002418189,0.0001376389,0.0001179799,0.00008710389,0.0001828264,0.0001842358,0.00008968712,0.000228408,0.0002229663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168501,"about_ca_system_score_gemma":0.0001046397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728557,"about_ca_topic_score_gemma":0.002372225,"domain_scores_codex":[0.9998969,0.000008247913,0.000004951153,0.00002050527,0.00003851311,0.0000308263],"domain_scores_gemma":[0.9997991,0.00003799531,0.0000439968,0.00001189228,0.0000838316,0.00002333808],"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":[0.0004151599,0.00003145699,0.003192983,0.0000555487,0.000007068228,0.0001375456,0.0001329963,0.0004597261,0.9930422,0.00008446884,0.0001158084,0.002324973],"study_design_scores_gemma":[0.00001391721,0.000624525,0.04615061,0.000008333616,0.00001072483,0.0001194777,0.0003063203,0.00451877,0.9474262,0.00004944519,0.000760587,0.00001112216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989123,0.00008996483,0.0002970693,0.00001097811,0.00000304359,0.000005417435,0.00009417072,0.00001643365,0.0005705001],"genre_scores_gemma":[0.9990114,0.00002939716,0.0001466577,0.000004030394,6.710383e-7,0.000002973644,0.00009288765,0.000002297433,0.0007096482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557774,"threshold_uncertainty_score":0.008556664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616149021678508,"score_gpt":0.2248323249616656,"score_spread":0.2086708347448805,"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."}}