{"id":"W4409501297","doi":"10.5006/c2023-19171","title":"Thermal & Moisture Cycling Impacts on the Corrosion Behavior of Carbon Steel under Contacting and Contact-Free Insulation","year":2023,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta","funders":"","keywords":"Temperature cycling; Moisture; Materials science; Corrosion; Cycling; Carbon steel; Metallurgy; Composite material; Carbon fibers; Thermal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920573,0.0002564936,0.0002120782,0.0002590604,0.0001685732,0.0002432976,0.0001684681,0.0002404332,0.001452591],"category_scores_gemma":[0.0004063879,0.0001374958,0.0001885195,0.0002824964,0.0002100066,0.0002362302,0.0001640551,0.0002384921,0.0001873626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168913,"about_ca_system_score_gemma":0.00009059388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204567,"about_ca_topic_score_gemma":0.002248963,"domain_scores_codex":[0.9997523,0.00002812134,0.0000171658,0.00005248865,0.0001054635,0.00004445521],"domain_scores_gemma":[0.9997196,0.00005767421,0.00006570998,0.00002721439,0.0001035384,0.00002627506],"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":[0.0003981328,0.000039719,0.002563884,0.00007563661,0.00001783915,0.0001424901,0.0001009629,0.0005417101,0.9918022,0.00003220493,0.00008114932,0.004204258],"study_design_scores_gemma":[0.000005333276,0.0008482662,0.02349952,0.000008165514,0.00002421389,0.0001176753,0.0001389747,0.002461409,0.9722092,0.00001852292,0.0006566489,0.00001204841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989995,0.0002289025,0.0002802829,0.000006794905,0.000006389131,0.000004614892,0.00009819069,0.00001472869,0.0003604922],"genre_scores_gemma":[0.9991984,0.0001080535,0.000233571,0.00000637561,0.000002505488,0.0000038412,0.00007725344,0.000005052072,0.0003651206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452591,"threshold_uncertainty_score":0.004859388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285748579500475,"score_gpt":0.2872780163998095,"score_spread":0.2444205306048047,"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."}}