{"id":"W4400235334","doi":"10.11159/iccste24.199","title":"Properties of Geopolymer Concrete Made With Recycled Concrete Aggregates and Glass Fibers","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United Arab Emirates University","keywords":"Geopolymer cement; Geopolymer; Materials science; Composite material; Glass recycling; Glass fiber; Compressive strength","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003919736,0.0001819297,0.0001801252,0.00009875319,0.00002736898,0.00006604689,0.0001975785,0.00004996825,0.00001870203],"category_scores_gemma":[0.00001033683,0.0001213711,0.00003735389,0.0001160779,0.0001043362,0.0003536491,0.00001200031,0.0001496212,2.28432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856892,"about_ca_system_score_gemma":0.00001302594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002956159,"about_ca_topic_score_gemma":0.000005742509,"domain_scores_codex":[0.9992244,0.000001208795,0.0002494719,0.0001693131,0.0002299582,0.000125613],"domain_scores_gemma":[0.9997031,0.00002057462,0.00006299381,0.00005175348,0.0001200279,0.00004151711],"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":[0.0001674116,4.617993e-7,0.003385345,0.001681051,0.0003794883,0.000002598576,0.002076043,0.00157671,0.9416794,0.04626245,0.00001807622,0.002770945],"study_design_scores_gemma":[0.0004097959,0.00008230216,0.006991765,0.002576717,0.00006403801,0.0000321808,0.0002475998,0.4030367,0.5857193,0.0004184864,0.0001308646,0.0002902377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977487,0.0009828607,0.00002800339,0.0002660702,0.0002326171,0.0001188793,0.00003966656,0.00009919833,0.0004840548],"genre_scores_gemma":[0.9991572,0.0004482219,0.0002582393,0.000007737824,0.00003193841,0.00001439642,0.000005913022,0.00002309329,0.00005326016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.40146,"threshold_uncertainty_score":0.4949369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100034678717124,"score_gpt":0.1911336130597175,"score_spread":0.1811301451880051,"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."}}