{"id":"W2313525192","doi":"10.3151/crt1990.17.2_1","title":"Evaluation of Synergistic Effects due to Penetration of Chloride Ion into Concrete and Carbonation","year":2006,"lang":"en","type":"article","venue":"Concrete Research and Technology","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Carbonation; Chloride; Penetration (warfare); Ion; Diffusion; Materials science; Chemistry; Chemical engineering; Composite material; Metallurgy; Thermodynamics; Organic chemistry; Mathematics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001899847,0.0001007569,0.0002388297,0.0007148543,0.00005827987,0.00002322533,0.0001117575,0.000157783,0.00001846589],"category_scores_gemma":[0.0005968263,0.0001027201,0.0000123139,0.0005802254,0.0002646199,0.00007308068,0.000101759,0.0001501649,0.000002845817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008152826,"about_ca_system_score_gemma":0.00007126002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003530956,"about_ca_topic_score_gemma":0.00005103372,"domain_scores_codex":[0.998465,0.0001340584,0.0002647094,0.0002053791,0.0006586283,0.000272205],"domain_scores_gemma":[0.9987021,0.0002318886,0.00003381962,0.0001996564,0.0007750173,0.00005748226],"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":[0.00003713281,7.335375e-7,0.0002410476,0.0002848255,0.0000241676,0.000003590603,0.00003979841,0.00003523392,0.9820142,0.006448458,0.00004609258,0.01082468],"study_design_scores_gemma":[0.0006433058,0.000506803,0.001275095,0.00008156958,0.00002344145,0.00000374343,0.00006287652,0.02058491,0.9698014,0.006813493,0.0001111133,0.00009231271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958924,0.001765815,0.0003273244,0.0001377086,0.00006036898,0.0006435956,0.000005902804,0.00005733134,0.00110954],"genre_scores_gemma":[0.9994535,0.0002116283,0.0001127226,0.000001350368,0.00004659029,0.0001262241,0.00001923523,0.00001442265,0.00001425926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054967,"threshold_uncertainty_score":0.4188803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196400499389294,"score_gpt":0.3052887353367271,"score_spread":0.2833247303428342,"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."}}