{"id":"W3133727380","doi":"10.1080/21650373.2021.1894265","title":"Sustainable utilization of ultrafine rice husk ash in alkali activated concrete: Characterization and performance evaluation","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Cement-Based Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Husk; Fly ash; Compressive strength; Materials science; Waste management; Biomass (ecology); Alkali metal; Slag (welding); Pulp and paper industry; Composite material; Chemistry; Agronomy; 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":[0.0002880487,0.000248464,0.0002499979,0.0003423982,0.0001612592,0.0002512033,0.0002115023,0.0002490992,0.0003624622],"category_scores_gemma":[0.0001672665,0.0001038859,0.0002568827,0.0003311643,0.0001611383,0.000284,0.000174561,0.0002224499,0.0001581341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334611,"about_ca_system_score_gemma":0.0002548914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381863,"about_ca_topic_score_gemma":0.004972056,"domain_scores_codex":[0.9997677,0.00002745742,0.00001756022,0.00002647524,0.0001354583,0.00002534997],"domain_scores_gemma":[0.9998646,0.00002126365,0.00004123206,0.00001050618,0.00004340776,0.00001901205],"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":[0.00006580096,0.00003769554,0.0009374385,0.00007235974,0.000007216006,0.00004421069,0.00001889928,0.0007187919,0.9954592,0.00002356664,0.000008463394,0.002606424],"study_design_scores_gemma":[0.000002401815,0.0005089925,0.005472289,0.000005147375,0.0000153264,0.00007344791,0.00005282783,0.00195312,0.991313,0.00001277477,0.0005853246,0.000005322569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998233,0.0004689767,0.000870567,0.0000101631,0.000002556665,0.000008990874,0.0000556265,0.00001179298,0.0003384492],"genre_scores_gemma":[0.9977974,0.0004124682,0.001259116,0.000003507988,0.000001291959,0.000005193213,0.00006045277,0.000004361479,0.0004562832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381863,"threshold_uncertainty_score":0.002747655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003061801882459,"score_gpt":0.2648904595325778,"score_spread":0.2448598415137533,"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."}}