{"id":"W2985151632","doi":"10.3390/buildings9110232","title":"A Sustainable Autoclaved Material Made of Glass Sand","year":2019,"lang":"en","type":"article","venue":"Buildings","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Los Angeles; Politechnika Swietokrzyska w Kielcach; Université de Sherbrooke","keywords":"Tobermorite; Materials science; Compressive strength; Calcium silicate; Scanning electron microscope; Microstructure; Cristobalite; Silicate; Quartz; Composite material; Glass recycling; Mineralogy; Metallurgy; Cement; Chemical engineering; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001490932,0.00008714724,0.0001619873,0.00007180428,0.0000182981,0.00005217912,0.0001375094,0.00005336315,0.002310044],"category_scores_gemma":[0.000009647952,0.00008493423,0.00003270068,0.00009433285,0.00001664063,0.0001050063,0.00007219581,0.00004628081,0.00008749805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359418,"about_ca_system_score_gemma":0.0000181469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042047,"about_ca_topic_score_gemma":3.212528e-7,"domain_scores_codex":[0.9992778,0.0000101607,0.0001542729,0.0001048649,0.0001495078,0.0003033467],"domain_scores_gemma":[0.9997285,0.00001461879,0.00001864163,0.000161061,0.0000370361,0.00004014605],"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":[0.00003860129,0.000003322559,0.0003537326,0.0003742457,0.00001950115,0.000004329911,0.0001026354,0.0001294006,0.9952739,0.001657719,0.001811925,0.0002306536],"study_design_scores_gemma":[0.0004763723,0.00006281318,0.0007207072,0.00002897721,0.000006575648,0.000002250827,0.0001294246,0.001284038,0.958154,0.0001790121,0.0388262,0.0001296253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903097,0.0000382539,0.00006106042,0.00002272438,0.0002244706,0.0002307082,0.000008420674,0.0001032049,0.009001462],"genre_scores_gemma":[0.996079,0.00002201499,0.0001754172,0.000009383917,0.00006598143,0.00001402614,0.000006893212,0.00002253756,0.003604714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03711993,"threshold_uncertainty_score":0.998602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006510694681304618,"score_gpt":0.2244647496985403,"score_spread":0.2179540550172357,"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."}}