{"id":"W4294250576","doi":"10.4236/jmmce.2022.105028","title":"Physico-Chemical and Mineralogical Characterizations of Two Togolese Clays for Geopolymer Synthesis","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Geopolymer; Materials science; Fourier transform infrared spectroscopy; Portland cement; Thermogravimetric analysis; Raw material; Kaolinite; Amorphous solid; Chemical engineering; Fly ash; Cement; Composite material; Metallurgy; Chemistry; Organic 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":[0.0001294984,0.0001977933,0.0001344969,0.0006895241,0.0001744982,0.0003161945,0.00008986476,0.000202158,0.0008740887],"category_scores_gemma":[0.0002513257,0.00007266589,0.0002006413,0.0003974244,0.0002221991,0.0001890644,0.0001838829,0.0003290592,0.0002059139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116576,"about_ca_system_score_gemma":0.0002683147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107707,"about_ca_topic_score_gemma":0.004415283,"domain_scores_codex":[0.9999331,0.000008514381,0.000004222979,0.000009725565,0.00002922341,0.00001522779],"domain_scores_gemma":[0.9998823,0.00002347324,0.00003084402,0.000008964676,0.00003003763,0.00002426198],"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":[0.00002360092,0.00001456928,0.0009823474,0.00004993929,0.00000328211,0.00006142825,0.00004353112,0.0001954464,0.9971162,0.00007548062,0.00001022471,0.001423802],"study_design_scores_gemma":[0.000005020373,0.0002306806,0.02202316,0.00001219428,0.00001879785,0.000213524,0.0002589932,0.0008509286,0.9735531,0.00009302899,0.002729734,0.00001081374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997206,0.0001911981,0.001477352,0.00002335883,0.000003170416,0.00001872574,0.0001504728,0.00001165147,0.0009180722],"genre_scores_gemma":[0.9969679,0.0001979506,0.001744726,0.00001566239,0.000001674567,0.00001548548,0.0001636895,0.00001179731,0.0008811766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107707,"threshold_uncertainty_score":0.002924144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244175839246992,"score_gpt":0.2244929559228552,"score_spread":0.2120511975303853,"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."}}