{"id":"W4415138978","doi":"10.3390/infrastructures10100273","title":"Optimizing Mortar Strength for Infrastructure Applications Using Rice Husk Ash and Municipal Solid Waste Incineration Ash","year":2025,"lang":"en","type":"article","venue":"Infrastructures","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"Universiti Teknologi Malaysia","keywords":"Husk; Mortar; Fly ash; Compressive strength; Cementitious; Incineration; Cement; Absorption of water","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478589,0.0002431587,0.0002714458,0.0001997457,0.000331665,0.0001550554,0.0001581152,0.0002266005,0.00002097199],"category_scores_gemma":[0.00007600433,0.0002328247,0.00005117918,0.0002571499,0.00006140327,0.0001863008,0.00005815682,0.0002016637,5.666632e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005993991,"about_ca_system_score_gemma":0.00003939368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004353663,"about_ca_topic_score_gemma":0.00001677307,"domain_scores_codex":[0.9988862,0.00003293216,0.0004368392,0.0002794984,0.0001089092,0.0002556587],"domain_scores_gemma":[0.9993981,0.0000629332,0.00009212907,0.0002715488,0.000111773,0.00006348459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003246346,0.000007258906,0.00008533971,0.000192077,0.00008147265,2.504441e-7,0.0003767778,0.8748895,0.1092884,0.00132302,0.001416444,0.01230704],"study_design_scores_gemma":[0.002334949,0.0001055901,0.001990474,0.0003314953,0.0003626767,0.00003017029,0.002070082,0.7231973,0.2006248,0.02208006,0.04587267,0.0009997296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417618,0.0005992155,0.05441031,0.00005101971,0.00143903,0.000644114,0.00008090183,0.0002351356,0.000778496],"genre_scores_gemma":[0.9778218,0.000193312,0.02067118,0.00006901786,0.0008822338,0.00008258433,0.0001318817,0.00003296267,0.0001150589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516922,"threshold_uncertainty_score":0.9494316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412420198598687,"score_gpt":0.2824185583702921,"score_spread":0.2682943563843052,"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."}}