{"id":"W4226064146","doi":"10.32920/16709698.v3","title":"Sulphide oxidation mortar tests for evaluation of the oxidation potential of sulphide-bearing aggregate","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering and Architectural Science, Ryerson University","keywords":"Oxidizing agent; Metakaolin; Mortar; Sodium hypochlorite; Aggregate (composite); Relative humidity; Chemistry; Metallurgy; Slag (welding); Fly ash; Materials science; Composite material; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004692752,0.0005638497,0.0002960443,0.001867656,0.000311163,0.0002618868,0.0004304376,0.0005381448,0.002534525],"category_scores_gemma":[0.0005485232,0.000267164,0.0003951156,0.0003601148,0.0002606942,0.0004311884,0.0004294037,0.000493966,0.0008736203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266115,"about_ca_system_score_gemma":0.0001254085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003976623,"about_ca_topic_score_gemma":0.002352379,"domain_scores_codex":[0.9991274,0.00006591451,0.00004900154,0.00009010897,0.0006078242,0.00005978552],"domain_scores_gemma":[0.9992687,0.0002177104,0.0001529637,0.00007047797,0.0002267058,0.00006347898],"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":[0.00007086669,0.00003161156,0.001752637,0.00005816385,0.00001464966,0.00005517998,0.00006561489,0.0001111018,0.9928942,0.00007621579,0.00004176695,0.004827866],"study_design_scores_gemma":[0.000004432514,0.0006037381,0.01643701,0.000007541039,0.0000347132,0.0002630426,0.00005919467,0.0008205377,0.9800545,0.00006587923,0.001632648,0.0000167155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9208304,0.003326139,0.06637064,0.00005513567,0.0001402249,0.000153723,0.0003758605,0.0003958602,0.008352137],"genre_scores_gemma":[0.9537293,0.001832553,0.03119688,0.00004852412,0.00008006128,0.00008388855,0.000601047,0.0001079114,0.01231997],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002534525,"threshold_uncertainty_score":0.00847888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868705140319192,"score_gpt":0.3190030676444192,"score_spread":0.2703160162412273,"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."}}