{"id":"W3110977783","doi":"10.1115/1.4049320","title":"Effect of Cold-Rolling on Hydrogen Diffusion and Trapping in X70 Pipeline Steel","year":2020,"lang":"en","type":"article","venue":"Journal of Engineering Materials and Technology","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Misorientation; Hydrogen; Diffusion; Materials science; Grain boundary; Microstructure; Trapping; Permeation; Grain boundary diffusion coefficient; Metallurgy; Permeability (electromagnetism); Intensity (physics); Chemistry; Thermodynamics; Optics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001895516,0.000297046,0.0002709845,0.0001310928,0.0002723698,0.0002526734,0.000248982,0.0002507343,0.0009759733],"category_scores_gemma":[0.0003321233,0.000207991,0.0001739288,0.0001318279,0.0003470163,0.000216085,0.0001434921,0.0002322889,0.0001603631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542175,"about_ca_system_score_gemma":0.0001639364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246999,"about_ca_topic_score_gemma":0.0037113,"domain_scores_codex":[0.9998074,0.0000210272,0.00001074485,0.00004440012,0.00006803362,0.00004839485],"domain_scores_gemma":[0.9997402,0.00004575493,0.00006900552,0.00003478389,0.00008280836,0.00002744763],"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":[0.00009642546,0.000005221423,0.0002612418,0.00002471453,0.000004336301,0.00003888068,0.00003739714,0.0001787862,0.9986125,0.0000213777,0.00001700969,0.0007020077],"study_design_scores_gemma":[0.000006054725,0.0003660205,0.007137259,0.000002094729,0.00001098701,0.00004507962,0.00007202795,0.0008493278,0.991098,0.000008511814,0.0003946443,0.00001008721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990187,0.0001414862,0.0005299312,0.00001208649,0.000006022996,0.000003850393,0.00002509477,0.00001886824,0.0002440725],"genre_scores_gemma":[0.9988006,0.00005919633,0.0007572683,0.000006663424,0.000002469847,0.000003017514,0.000045621,0.000009415826,0.0003156058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00246999,"threshold_uncertainty_score":0.004911304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006975452805671443,"score_gpt":0.2216618196392575,"score_spread":0.2146863668335861,"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."}}