{"id":"W4409187559","doi":"10.1016/j.ijplas.2025.104325","title":"Hydrogen and hydride induced stress localization in single phase HCP and dual phase HCP-BCC alloys","year":2025,"lang":"en","type":"article","venue":"International Journal of Plasticity","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Hydride; Hydrogen; Phase (matter); Crystallography; Dual (grammatical number); Single phase; Hydrogen storage; Metallurgy; Alloy; Metal; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004432827,0.000133277,0.0002337601,0.0003152101,0.0000620495,0.0001430863,0.0002218853,0.000067622,0.0001906395],"category_scores_gemma":[0.0003362062,0.0001219887,0.00004122767,0.0001221287,0.0000858092,0.0003633468,0.000124648,0.000146122,0.000003919771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008238194,"about_ca_system_score_gemma":0.00007166126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003287275,"about_ca_topic_score_gemma":0.00005269436,"domain_scores_codex":[0.9984613,0.0001000486,0.0006139711,0.0001893778,0.0004805249,0.0001547829],"domain_scores_gemma":[0.9991574,0.00016601,0.0002959814,0.0000583254,0.0002311889,0.00009112727],"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":[0.0003254614,0.0008356906,0.00575226,0.00001036917,0.00002224948,0.0001319033,0.0001911953,0.000419963,0.9884142,0.0002333254,0.0001192049,0.003544164],"study_design_scores_gemma":[0.005829862,0.0003587329,0.0008952192,0.0002815208,0.00007650747,0.00008662094,0.0001371091,0.005303933,0.9856884,0.0006532204,0.000530419,0.0001584789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907924,0.00009425113,0.007938645,0.0001727477,0.0007547126,0.00009038876,0.00006303913,0.000009862376,0.00008397758],"genre_scores_gemma":[0.9993336,0.0000357075,0.0003110631,0.0001492916,0.0001136928,0.000003244306,0.000008796376,0.000007091499,0.00003750247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008541235,"threshold_uncertainty_score":0.4974556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205278919542551,"score_gpt":0.3297096038909143,"score_spread":0.3076568146954888,"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."}}