{"id":"W3168198545","doi":"10.1080/23789689.2021.1931755","title":"Influence of chloride cations on pore solution chloride and critical chloride threshold of carbon steel rebar","year":2021,"lang":"en","type":"article","venue":"Sustainable and Resilient Infrastructure","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rebar; Chloride; Cementitious; Cement; Brine; Inorganic chemistry; Chemistry; Carbon steel; Materials science; Nuclear chemistry; Metallurgy; Corrosion; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406564,0.0001933855,0.0003039056,0.0001194175,0.000105209,0.00002371362,0.0000906167,0.0001638033,0.00001970967],"category_scores_gemma":[0.0004798713,0.0001778961,0.00005015048,0.0003219076,0.000227944,0.0001362895,0.0001133348,0.0002754144,1.947456e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009019631,"about_ca_system_score_gemma":0.0001302059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007085277,"about_ca_topic_score_gemma":0.00001657804,"domain_scores_codex":[0.9987528,0.00002178066,0.000372421,0.0002901044,0.0002343159,0.0003286282],"domain_scores_gemma":[0.9989062,0.0001240626,0.00005267607,0.0003801498,0.0003972554,0.0001396557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001863941,0.0001896885,0.1061641,0.01432404,0.0001743234,0.0004144961,0.006855594,0.4581016,0.2612224,0.1470289,0.001284523,0.002376382],"study_design_scores_gemma":[0.001193592,0.0003157206,0.2617845,0.0003891292,0.0001266978,0.00008353715,0.00778207,0.01425626,0.6963662,0.01422715,0.002854555,0.0006205568],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971296,0.0007571702,0.00005597346,0.0002224215,0.0001259414,0.0001947598,0.00002374352,0.00004894597,0.001441429],"genre_scores_gemma":[0.9992141,0.0003588289,0.00005138544,0.00004428248,0.00004809261,0.00001072285,0.00001623737,0.00001699257,0.0002393326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438454,"threshold_uncertainty_score":0.725439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004648800971078696,"score_gpt":0.2204541414700441,"score_spread":0.2158053404989654,"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."}}