{"id":"W4323892153","doi":"10.1007/978-3-031-21735-7_2","title":"Investigating Supplementary Cementing Materials for Alkalis and Pore Fluid Properties","year":2023,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Pozzolan; Cementitious; Fly ash; Portland cement; Alkali metal; Materials science; Cement; Pozzolana; Geopolymer; Waste management; Chemical engineering; Mineralogy; Metallurgy; Chemistry; Composite material; Organic chemistry; Engineering","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":[0.000213933,0.0004200435,0.0003989428,0.0003590601,0.0003266957,0.001124626,0.0005982598,0.0004816309,0.02330566],"category_scores_gemma":[0.0002796566,0.0002815319,0.0003297098,0.0004696975,0.0003602717,0.001665852,0.000375902,0.0006899475,0.003796655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563871,"about_ca_system_score_gemma":0.0004354996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005802924,"about_ca_topic_score_gemma":0.001725792,"domain_scores_codex":[0.999911,0.000007292415,0.000002953525,0.00001855451,0.00005082808,0.000009402142],"domain_scores_gemma":[0.9998989,0.00004658048,0.00000663126,0.00001634011,0.00002355569,0.00000793191],"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":[0.0003137146,0.0003278865,0.0006156441,0.001516579,0.00002053019,0.0003425884,0.0002849936,0.002765349,0.684885,0.07860547,0.01360776,0.2167146],"study_design_scores_gemma":[0.00003324924,0.0003254918,0.002423337,0.0001069322,0.00004240157,0.0004660596,0.0002567537,0.007241285,0.7396138,0.01547357,0.2339891,0.00002803642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3248712,0.05693159,0.06901022,0.001308423,0.0009347455,0.0002022289,0.001223617,0.00163726,0.5438808],"genre_scores_gemma":[0.4835673,0.02100097,0.0305973,0.0003161481,0.000186833,0.00009939012,0.00119226,0.0004755878,0.4625642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02330566,"threshold_uncertainty_score":0.0779652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085419770838355,"score_gpt":0.2400665366774445,"score_spread":0.189212338969061,"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."}}