{"id":"W4231166959","doi":"10.32920/ryerson.14661420.v1","title":"Durability of Cement Paste with Metakaolin","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Metakaolin; Portlandite; Materials science; Cement; Calcination; Composite material; Pozzolan; Metallurgy; Carbonation; Portland cement; Chemistry","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":[0.000233167,0.0003209148,0.0003259606,0.0003047597,0.0001408526,0.0003229084,0.0002421776,0.0003539241,0.001102986],"category_scores_gemma":[0.0006184682,0.0001906724,0.0003195123,0.0002821798,0.0001509685,0.0003124097,0.0001822846,0.0003950992,0.000304069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507408,"about_ca_system_score_gemma":0.0001563174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009343709,"about_ca_topic_score_gemma":0.001423777,"domain_scores_codex":[0.9997097,0.00003364279,0.00003405706,0.00005645149,0.0001156558,0.00005058663],"domain_scores_gemma":[0.9996569,0.00008161731,0.00007487218,0.00004423918,0.00008681077,0.0000556691],"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":[0.000137235,0.0000107022,0.0005578397,0.00002957124,0.000006662385,0.00004178403,0.00002235252,0.0001071525,0.9980897,0.000008852484,0.000008148286,0.000980028],"study_design_scores_gemma":[0.000005270062,0.0003440085,0.006042104,0.000003565997,0.00001725345,0.0001254128,0.00002331251,0.000345222,0.9925858,0.000007888231,0.0004939218,0.000006107726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983395,0.0006466972,0.0003743724,0.0000104442,0.000009239273,0.000005697115,0.0001145327,0.00002852466,0.0004709024],"genre_scores_gemma":[0.9984183,0.0001598152,0.0003774912,0.000009834712,0.000003009583,0.000004237464,0.0001496877,0.00001913585,0.0008585543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102986,"threshold_uncertainty_score":0.003689826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330446589532174,"score_gpt":0.2446133960866735,"score_spread":0.2213089301913517,"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."}}