{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000264798,0.0005219735,0.0002864813,0.0006136233,0.000167477,0.0004820077,0.0002791611,0.0003427277,0.0009795602],"category_scores_gemma":[0.0002686447,0.0002210755,0.0005167169,0.0004198088,0.0001405275,0.0003877627,0.0002734679,0.000447254,0.0004929451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973514,"about_ca_system_score_gemma":0.000270935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009416012,"about_ca_topic_score_gemma":0.004496858,"domain_scores_codex":[0.9998356,0.0000174003,0.00001745348,0.00002729235,0.00006668417,0.00003569738],"domain_scores_gemma":[0.9998747,0.00001692276,0.00004281754,0.000008980112,0.00003713601,0.00001937718],"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":[0.00005508732,0.00008031163,0.0005210273,0.0002016575,0.0000125644,0.00006861967,0.00001638388,0.001225507,0.9917828,0.0001127139,0.0000540694,0.005869212],"study_design_scores_gemma":[0.000007135876,0.0004617424,0.003123034,0.00002147153,0.00004472313,0.00006794288,0.00004018908,0.002555253,0.9910478,0.00004959377,0.002568402,0.00001263301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881415,0.002450602,0.005636403,0.0000642981,0.00003169574,0.00005376655,0.0001812248,0.0001108715,0.00332974],"genre_scores_gemma":[0.9924662,0.001081368,0.004973952,0.00002212587,0.000006052678,0.0000212565,0.0001058484,0.00002585425,0.00129737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009795602,"threshold_uncertainty_score":0.003277004,"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."}}