{"id":"W2123188784","doi":"10.1139/l11-008","title":"Deicing salt scaling resistance of concrete incorporating fly ash and (or) silica fume: laboratory and field sidewalk test data","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval; University of Toronto; Natural Resources Canada","funders":"Public Works and Government Services Canada; Government of Canada; Université de Sherbrooke; University of Toronto; Cement Association of Canada; Université Laval","keywords":"Silica fume; Fly ash; Curing (chemistry); Compressive strength; Cement; Materials science; Portland cement; Composite material; Laboratory test; Geotechnical engineering; Casting; Environmental science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006395832,0.0007865402,0.0004868625,0.0006881226,0.0003657792,0.000212879,0.0005491394,0.0004170066,0.00154314],"category_scores_gemma":[0.0005746963,0.0003221784,0.0006091073,0.0005244556,0.0003574668,0.0002319693,0.0003208068,0.0004786804,0.0004378677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442378,"about_ca_system_score_gemma":0.0003915607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007395639,"about_ca_topic_score_gemma":0.0315626,"domain_scores_codex":[0.9995195,0.00005546899,0.00005203093,0.0001308177,0.0001853919,0.00005679544],"domain_scores_gemma":[0.998578,0.0003238485,0.0002684534,0.0001527565,0.0004830744,0.0001939569],"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":[0.0007648465,0.000741442,0.01669213,0.0001064834,0.00004251932,0.0001495085,0.0002991678,0.001823958,0.9752321,0.00002626421,0.00006262847,0.004058914],"study_design_scores_gemma":[0.0000536711,0.01305096,0.1457711,0.00001335993,0.00009047671,0.0002836212,0.0002386917,0.002201936,0.8377031,0.00002325782,0.0005278144,0.00004203912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993125,0.00003312549,0.0002435202,0.000001824313,0.000001727917,0.00001837583,0.0001616373,0.000008880709,0.0002183675],"genre_scores_gemma":[0.9961547,0.0001223325,0.001712435,0.00001027077,0.000002707041,0.00003138604,0.000664198,0.00001060645,0.001291255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007395639,"threshold_uncertainty_score":0.01470518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194624569976262,"score_gpt":0.1831213184523703,"score_spread":0.1711750727526077,"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."}}