{"id":"W4409502037","doi":"10.5006/c2023-18920","title":"Chloride-induced Corrosion of Reinforcing Steels Used in Concrete Structures at Various Temperatures","year":2023,"lang":"en","type":"article","venue":"","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Corrosion; Materials science; Chloride; Metallurgy; Reinforced concrete; Composite material","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":[0.0003304601,0.0003528439,0.0003060344,0.0002292014,0.0001819713,0.000264776,0.0002783373,0.0003672031,0.0006403588],"category_scores_gemma":[0.0006772742,0.0001860944,0.0003555647,0.0002291269,0.0002204245,0.0002292368,0.0001912077,0.0003655388,0.0002399118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780122,"about_ca_system_score_gemma":0.0002042538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882828,"about_ca_topic_score_gemma":0.003255384,"domain_scores_codex":[0.9994749,0.00009153363,0.00005385862,0.00008057779,0.0002212961,0.0000778011],"domain_scores_gemma":[0.9994179,0.00007550306,0.0001508962,0.00004210088,0.0002762525,0.00003733013],"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":[0.0002148028,0.00002911051,0.001571591,0.00007504101,0.00001688148,0.00007517603,0.00008325507,0.0006095606,0.9961498,0.00001901205,0.00002371036,0.001132067],"study_design_scores_gemma":[0.000004585206,0.001241139,0.01033956,0.000008736421,0.00002720088,0.00006765733,0.000105281,0.001618642,0.9863218,0.0000143155,0.0002428762,0.000008279243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998913,0.000232074,0.000436858,0.000009593446,0.000006907949,0.000008188479,0.00008207082,0.00001141508,0.000299887],"genre_scores_gemma":[0.998857,0.0001313,0.0005317663,0.000008038376,0.000002226251,0.000005709115,0.00008221122,0.000005687275,0.0003760323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001882828,"threshold_uncertainty_score":0.003743768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864695693369883,"score_gpt":0.2389661066647087,"score_spread":0.2203191497310098,"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."}}