{"id":"W2616983221","doi":"","title":"The effects of chloride-based deicing chemicals on degradation of portland cement mortars with alkali reactive aggregate","year":2016,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portland cement; Mortar; Degradation (telecommunications); Chloride; Aggregate (composite); Alkali metal; Alkali–aggregate reaction; Cement; Slag (welding); Materials science; Waste management; Chemistry; Composite material; Metallurgy; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000386389,0.0001792596,0.0002847944,0.00008230572,0.0001657629,0.00001293349,0.0002561967,0.00007444731,0.00002594096],"category_scores_gemma":[0.00009033937,0.0001145493,0.00007449323,0.0002331535,0.000324028,0.0002541494,0.00007707776,0.00005722218,0.00002850764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000637408,"about_ca_system_score_gemma":0.00003862107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333789,"about_ca_topic_score_gemma":0.0001598682,"domain_scores_codex":[0.9985654,0.0001314402,0.0002542981,0.0003205441,0.0004778908,0.0002504274],"domain_scores_gemma":[0.9985475,0.0003704754,0.0005373539,0.0004047933,0.00004968375,0.0000901838],"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":[0.002285333,0.0001225284,0.2143448,0.0004667952,0.0001918053,0.00006071597,0.0002568339,0.000244378,0.7785303,0.001103051,0.0001963617,0.002197086],"study_design_scores_gemma":[0.001847403,0.0003310351,0.04638386,0.00104447,0.0001227186,0.0000139553,0.0004440085,0.00007313434,0.948609,0.00001763619,0.0009147521,0.0001980485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970635,0.00000762653,0.0008499145,0.0001061827,0.000251323,0.000621942,0.00002327734,0.00004001369,0.001036252],"genre_scores_gemma":[0.9995571,0.00001148943,0.0001418389,0.000006906216,0.00002195911,0.000004567851,0.000009767572,0.00001408389,0.0002323308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700787,"threshold_uncertainty_score":0.4671187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003182692506584628,"score_gpt":0.1562103734887837,"score_spread":0.1530276809821991,"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."}}