{"id":"W2150844838","doi":"10.5006/1260","title":"Microscopic Cracking on Flat Alloy 600 Surfaces Following Accelerated Caustic Corrosion: Mapping of Strains and Microstructure During the Corrosion Process","year":2014,"lang":"en","type":"article","venue":"CORROSION","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Microstructure; Corrosion; Caustic (mathematics); Metallurgy; Cracking; Alloy; Stress corrosion cracking; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009562181,0.000488593,0.0006103249,0.0001640647,0.001136906,0.0003055801,0.0006403293,0.0002084912,0.0002776926],"category_scores_gemma":[0.0001811928,0.0003550287,0.0001572133,0.0004573482,0.0002529118,0.0003452433,0.0003146718,0.0003742035,0.00004023132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007096098,"about_ca_system_score_gemma":0.00005607933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249822,"about_ca_topic_score_gemma":0.00002584747,"domain_scores_codex":[0.9967121,0.0002917887,0.0008024757,0.0008188762,0.0007358039,0.0006389428],"domain_scores_gemma":[0.9983329,0.0002014612,0.0005052885,0.0006291241,0.0001685627,0.0001627147],"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":[0.00006615689,0.00004566937,0.01769131,0.0001987513,9.060099e-7,0.00000779826,0.001073444,0.0005629777,0.980065,0.0000179538,0.00008545502,0.0001845118],"study_design_scores_gemma":[0.001024337,0.0001464172,0.01272119,0.0009754733,0.00008125372,0.00002412722,0.0007939722,0.00120322,0.9824244,0.00007273108,0.000106967,0.0004258664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995869,0.0003258201,0.0008606567,0.0000741228,0.001951699,0.0006929145,0.00003714486,0.0001361514,0.00005242595],"genre_scores_gemma":[0.9988142,0.0000568473,0.0003125619,0.0001415058,0.0001102966,0.00003400557,0.000033625,0.00006167271,0.0004352507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497012,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979988126230607,"score_gpt":0.2748332295823539,"score_spread":0.2550333483200478,"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."}}