{"id":"W4376609066","doi":"10.1016/j.matchemphys.2023.127919","title":"Microstructure, hydrogen permeability and ductile-to-brittle transition-hydrogen concentration of (V, Nb)-Ti-Co quaternary alloys","year":2023,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Advanced materials and composites","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Hydrogen; Hydrogen embrittlement; Materials science; Vanadium; Alloy; Embrittlement; Dissolution; Microstructure; Metallurgy; Chemical engineering; Chemistry; Corrosion; Organic chemistry","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":[0.0001338718,0.00009228912,0.0001348479,0.0003313895,0.0002705467,0.0003494071,0.0002446917,0.0002168534,0.0009096868],"category_scores_gemma":[0.0003156388,0.0001847428,0.00009522358,0.0002088156,0.0003016407,0.0002091661,0.00009268794,0.0001488788,0.0002059701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613198,"about_ca_system_score_gemma":0.0002185065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007004018,"about_ca_topic_score_gemma":0.007747937,"domain_scores_codex":[0.9999291,0.000006238313,0.000004542509,0.00001610069,0.00002845153,0.00001556177],"domain_scores_gemma":[0.9997982,0.00003265495,0.00004619773,0.00001226991,0.000090655,0.00001994203],"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":[0.0002721046,0.00001677355,0.004455826,0.00004090928,0.000006778114,0.000069195,0.00008049636,0.0006310834,0.992837,0.0003586594,0.00008298658,0.001148273],"study_design_scores_gemma":[0.00001685218,0.0002786828,0.1012914,0.000009698982,0.0000301075,0.0002518369,0.0002273602,0.007922031,0.8884689,0.0001529657,0.001337586,0.0000126642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984438,0.0002679703,0.0002310582,0.000009405804,0.000003607118,0.000002761035,0.0001272745,0.00001394812,0.0009001234],"genre_scores_gemma":[0.999335,0.0000441808,0.00007950852,0.000002564697,0.000001798202,0.000001811794,0.00007401734,0.000005327734,0.0004558492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007004018,"threshold_uncertainty_score":0.01392651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006263038524961012,"score_gpt":0.2118721687671901,"score_spread":0.2056091302422291,"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."}}