{"id":"W3133890616","doi":"10.31399/asm.hb.v11.a0006785","title":"Stress-Corrosion Cracking","year":2021,"lang":"en","type":"book-chapter","venue":"Failure Analysis and Prevention","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prevention of Organ Failure","funders":"","keywords":"Stress corrosion cracking; Corrosion; Metallurgy; Environmental stress cracking; Materials science; Cracking; Stress (linguistics); Forensic engineering; Composite material; Engineering","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":[0.0004802976,0.0003033154,0.0006342329,0.0003116744,0.0002144559,0.000259416,0.0001709863,0.0002990474,0.02312926],"category_scores_gemma":[0.00001136811,0.0002842196,0.000585696,0.0001467639,0.00005274295,0.0001650716,0.0001733317,0.0001971571,0.0001555633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834789,"about_ca_system_score_gemma":0.00003365495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525692,"about_ca_topic_score_gemma":0.0004620918,"domain_scores_codex":[0.99806,0.00007777136,0.0005265687,0.0006427663,0.0004925737,0.0002002453],"domain_scores_gemma":[0.9988883,0.00003034419,0.0004104021,0.0004442258,0.0001364757,0.00009030397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004565663,0.0002099681,0.00691933,0.0003810193,0.0009488107,0.0001604278,0.0003107674,0.000132336,0.864974,0.04243547,0.006377073,0.07710518],"study_design_scores_gemma":[0.001430359,0.0004375424,0.001589018,0.003105815,0.05635619,0.00004012142,0.0003795965,0.000363446,0.3865484,0.03921485,0.5063648,0.004169881],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4723501,0.03374761,0.1450882,0.001164308,0.004308752,0.003098183,0.001854994,0.0009558293,0.337432],"genre_scores_gemma":[0.1652832,0.001043126,0.003125168,0.00006697092,0.0003151718,0.00002536257,0.001841582,0.00005614877,0.8282432],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4999877,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174765511209721,"score_gpt":0.2688162550021259,"score_spread":0.2513397038811538,"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."}}