{"id":"W2072504316","doi":"10.4028/www.scientific.net/kem.544.415","title":"Testing and Evaluation on the Chloride Ion Penetrability of Concrete under Compressive Stress","year":2013,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Compressive strength; Materials science; Electric flux; Stress (linguistics); Chloride; Composite material; Flux (metallurgy); Ion; Metallurgy; Electric potential; Chemistry; Engineering; Electrical engineering; Voltage","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":[0.0005069447,0.0001588598,0.000221918,0.00003849718,0.00003640325,0.00006369463,0.0001037751,0.00006319079,0.0004280221],"category_scores_gemma":[0.0005321004,0.0001208319,0.00002288005,0.00008426381,0.00003863583,0.00009518232,0.00003901811,0.00008058476,0.00001273274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004804304,"about_ca_system_score_gemma":0.00001000167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008928408,"about_ca_topic_score_gemma":9.988667e-7,"domain_scores_codex":[0.9991169,0.00006042592,0.0003009475,0.0001599976,0.0001953749,0.0001663742],"domain_scores_gemma":[0.9988316,0.0006521255,0.00004983728,0.0002871508,0.0001261158,0.00005317986],"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":[0.000007896933,0.000001511015,0.0002405406,0.0001411927,0.000009583393,1.202561e-7,0.00009162407,0.03485771,0.9641271,0.0002442189,0.00003063891,0.000247817],"study_design_scores_gemma":[0.0002332037,0.00003920497,0.1246422,0.0001451574,0.0000183738,0.000001697652,0.00005187674,0.1041405,0.770336,0.0002138301,0.00001387957,0.0001641023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998199,0.00004818316,0.0002183669,0.00005321018,0.0004815322,0.0005667533,0.00002925049,0.0001536759,0.0002499636],"genre_scores_gemma":[0.9995612,0.000006171315,0.0002227359,0.00001449876,0.00006588338,0.00009755342,0.000007334207,0.00002161607,0.000003000866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937911,"threshold_uncertainty_score":0.4927383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710188873537579,"score_gpt":0.2212312727594603,"score_spread":0.1941293840240845,"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."}}