{"id":"W2097617065","doi":"10.5006/1.3279915","title":"Review and Hypothesis for the Stress Corrosion Mechanism of Carbon Steel in Alcohols","year":2008,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Corrosion; Mechanism (biology); Carbon steel; Materials science; Stress (linguistics); Metallurgy; Forensic engineering; Carbon fibers; Composite material; Engineering; Physics; Composite number; Philosophy","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":[0.0004063906,0.0001421521,0.0003006673,0.00005888266,0.0001527398,0.00001198208,0.0001615777,0.00007524536,0.00008048206],"category_scores_gemma":[0.0001363104,0.000094353,0.00006473823,0.0001494371,0.00009463199,0.000100797,0.00009280945,0.00007290052,0.000005083514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003147233,"about_ca_system_score_gemma":0.00002705263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004812491,"about_ca_topic_score_gemma":0.00003387833,"domain_scores_codex":[0.998909,0.00007059785,0.0003612894,0.000275726,0.000194546,0.0001888218],"domain_scores_gemma":[0.9991341,0.000255652,0.0001655428,0.0003043376,0.00009290795,0.00004745128],"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":[0.00004062548,0.00006071632,0.0005628085,0.000233402,3.664327e-8,0.000001128995,0.0001157509,0.000003903954,0.9977822,0.0001028556,0.0004882356,0.0006082975],"study_design_scores_gemma":[0.0005864423,0.0001898157,0.001922543,0.001371094,0.00007379999,0.00002124771,0.00008188956,0.0003727126,0.9948018,0.0001918393,0.0002308916,0.0001559819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983523,0.009904697,0.004042212,0.000265411,0.0004971322,0.001537233,0.0001011361,0.00004128267,0.00008797122],"genre_scores_gemma":[0.9894935,0.009689314,0.0002214789,0.0002682507,0.00002344769,0.0001402501,0.000007734478,0.00001610142,0.0001399031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005970595,"threshold_uncertainty_score":0.3847603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159142226241842,"score_gpt":0.2717689493599326,"score_spread":0.2201775270975142,"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."}}