{"id":"W3174440709","doi":"10.1080/14786435.2021.1946189","title":"EBSD Microstructural studies on quenched-tempered API 5L X65 pipeline steel","year":2021,"lang":"en","type":"article","venue":"The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Tempering; Materials science; Quenching (fluorescence); Misorientation; Metallurgy; Microstructure; Brine; Overheating (electricity); Electron backscatter diffraction; Thermodynamics","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":[0.0002039696,0.0001874947,0.0001857957,0.0005376355,0.0002956091,0.0001875737,0.0003038166,0.0003268313,0.002234902],"category_scores_gemma":[0.0002712239,0.0001730349,0.0001571813,0.0004009253,0.0002755404,0.0001411738,0.00008019492,0.0003259364,0.000352401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053623,"about_ca_system_score_gemma":0.0001279273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006148713,"about_ca_topic_score_gemma":0.01279409,"domain_scores_codex":[0.9998351,0.000007449061,0.00001256566,0.0000325819,0.00009365987,0.00001856482],"domain_scores_gemma":[0.9997461,0.000026391,0.00003812134,0.00002261063,0.0001525511,0.00001421714],"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":[0.00005899341,0.00001159427,0.0009174398,0.00005376403,0.000003956876,0.0001212125,0.0001262131,0.0004087914,0.9958109,0.00008455649,0.00007663522,0.002326042],"study_design_scores_gemma":[0.00001281703,0.000350049,0.08268046,0.00001483197,0.00002551108,0.0003320281,0.0003264621,0.002942102,0.9091162,0.00007030157,0.004108981,0.00002027692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908655,0.0005073395,0.00418261,0.00003866078,0.00001716275,0.00003141652,0.0008606842,0.000152058,0.003344578],"genre_scores_gemma":[0.9935127,0.0001257011,0.003409495,0.00001599158,0.000003291491,0.00001122394,0.0004064791,0.00002808897,0.002487091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006148713,"threshold_uncertainty_score":0.01222587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826590800857043,"score_gpt":0.3042914344534233,"score_spread":0.2760255264448529,"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."}}