{"id":"W4403560620","doi":"10.1007/s40843-024-3096-0","title":"Hydrogen embrittlement of retrogression-reaged 7xxx-series aluminum alloys—a comprehensive review","year":2024,"lang":"en","type":"article","venue":"Science China Materials","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Hydrogen embrittlement; Embrittlement; Aluminium; Hydrogen; Metallurgy; Series (stratigraphy); Corrosion","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003949833,0.0003887257,0.0008192026,0.000267183,0.0004082937,0.0004261967,0.001357421,0.00008265021,0.01039763],"category_scores_gemma":[0.0002063591,0.0002987196,0.0001733902,0.001043975,0.001334291,0.001114029,0.0006352481,0.0001183091,0.0006114659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009391569,"about_ca_system_score_gemma":0.0003153723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004503563,"about_ca_topic_score_gemma":0.000001564887,"domain_scores_codex":[0.9952046,0.0003010087,0.001213062,0.0009795693,0.001560182,0.0007415805],"domain_scores_gemma":[0.9982498,0.00005653424,0.0003423753,0.0008940562,0.0002355949,0.0002216217],"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":[0.00002038145,0.00005738897,0.00005940752,0.001149711,0.000006486908,0.00002619488,0.0001707408,0.000001822671,0.9932383,0.001130104,0.002976344,0.00116312],"study_design_scores_gemma":[0.0001619226,0.0001539945,0.0004395857,0.003076517,0.00009961372,0.00005576833,0.00008159661,0.000006405764,0.9822435,0.0006605717,0.0126832,0.0003372616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787535,0.01439286,0.00001922934,0.0005089541,0.004446965,0.0008965804,0.0002446217,0.0002275517,0.0005097344],"genre_scores_gemma":[0.9918275,0.005140389,0.001552417,0.0002197303,0.0002320254,0.0001933342,0.00004486689,0.0000428515,0.0007468376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307404,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930526502461416,"score_gpt":0.3082560251160381,"score_spread":0.2889507600914239,"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."}}