{"id":"W4210524978","doi":"10.1061/(asce)gm.1943-5622.0002316","title":"Experimental Investigation of Mixture Design and Durability Performance of Alkali-Activated Rammed Earth","year":2022,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Compressive strength; Materials science; Sulfuric acid; Fly ash; Ground granulated blast-furnace slag; Microstructure; Composite material; Durability; Molar concentration; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005467709,0.00006355605,0.0001424814,0.00011857,0.00003206358,0.000008965979,0.0001380708,0.00003514516,0.00006975936],"category_scores_gemma":[0.00005031382,0.00006075527,0.00003504508,0.00008819887,0.00001946367,0.0001326555,0.00003725735,0.0001248453,1.404352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978658,"about_ca_system_score_gemma":0.00003021195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005507567,"about_ca_topic_score_gemma":9.45414e-8,"domain_scores_codex":[0.9991112,0.00007494223,0.000417602,0.00005586191,0.0002860803,0.00005434244],"domain_scores_gemma":[0.9994041,0.00003676413,0.000268671,0.00005606194,0.000205366,0.00002898268],"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":[0.000266652,0.00002857241,0.00005595838,0.00001796435,0.00005975505,9.036571e-7,0.0003259893,0.1593516,0.8378664,0.0001050975,0.00005520038,0.001865934],"study_design_scores_gemma":[0.0004817563,0.0003175651,0.0001072399,0.00004041287,0.000009527584,0.00005368183,0.0002609333,0.0290185,0.9688232,0.0003265824,0.0005054845,0.00005513722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950695,0.0001925904,0.002927199,0.00007230697,0.001637922,0.00006981607,0.000009769758,0.000009390337,0.00001149748],"genre_scores_gemma":[0.9987296,0.0001522168,0.0009805319,0.000009189202,0.00009677335,0.000002565165,0.000007564794,0.000007365773,0.00001415783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309568,"threshold_uncertainty_score":0.2477528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466319561433795,"score_gpt":0.2348644067932168,"score_spread":0.2102012111788788,"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."}}