{"id":"W2896181319","doi":"10.1016/j.conbuildmat.2018.10.051","title":"Effect of very severe sulfate environment on bonded composite concrete system","year":2018,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Flexural strength; Composite material; Composite number; Sulfate; Compressive strength; Corrosion; Microstructure; Sodium sulfate; Fiber; Degradation (telecommunications); Scanning electron microscope; Sodium; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124805,0.0003311694,0.0003048951,0.0001750645,0.0003405676,0.0002467617,0.0002460432,0.0003152304,0.00301518],"category_scores_gemma":[0.0002554064,0.0001814247,0.000217301,0.0001353937,0.000404871,0.0002461798,0.0003205099,0.000260642,0.000174198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752008,"about_ca_system_score_gemma":0.0003256298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683334,"about_ca_topic_score_gemma":0.003140149,"domain_scores_codex":[0.9998199,0.00002604611,0.000008845464,0.00002904379,0.00005015193,0.00006598965],"domain_scores_gemma":[0.9997585,0.00005050936,0.00003987526,0.00001780168,0.00006334738,0.00006976011],"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":[0.002387014,0.0001321952,0.001894449,0.0001434497,0.00002812898,0.0003210331,0.0001359161,0.002234105,0.9902782,0.0002526078,0.0001610587,0.002031972],"study_design_scores_gemma":[0.00002080461,0.0007654465,0.005920101,0.000004694303,0.00003328882,0.00007448726,0.0001981068,0.002026403,0.9902012,0.00004758749,0.0006941378,0.00001378425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991523,0.00007600395,0.0001766038,0.000008994385,0.000009629735,0.000002850761,0.00003584616,0.00001592537,0.0005218112],"genre_scores_gemma":[0.9990925,0.00007059576,0.0001382042,0.00001238314,0.000004495819,0.000001749317,0.0000325554,0.000007342474,0.0006401985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00301518,"threshold_uncertainty_score":0.01008683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004556949625148131,"score_gpt":0.2016206969896672,"score_spread":0.1970637473645191,"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."}}