{"id":"W4401553374","doi":"10.11159/ijci.2024.013","title":"Characteristics and performance of Geopolymer Concrete Incorporating Recycled Concrete Aggregates and Glass Fibers","year":2024,"lang":"en","type":"article","venue":"International Journal of Civil Infrastructure","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United Arab Emirates University","keywords":"Geopolymer; Geopolymer cement; Materials science; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003818754,0.0004352664,0.0003227188,0.0004771172,0.0001857323,0.0002685942,0.0002496368,0.0004256573,0.0006771546],"category_scores_gemma":[0.0003774122,0.0001915027,0.000304149,0.0003474536,0.0002480264,0.00035868,0.0001939959,0.0002530005,0.0002652695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969557,"about_ca_system_score_gemma":0.0002173483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243249,"about_ca_topic_score_gemma":0.00455248,"domain_scores_codex":[0.9996039,0.00003776264,0.00002854048,0.0000581353,0.0002177947,0.00005372689],"domain_scores_gemma":[0.9996508,0.00005606211,0.0001242774,0.00002060762,0.0001006786,0.0000474832],"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":[0.0001688358,0.00004360384,0.003312116,0.00005119622,0.00001228423,0.0001009201,0.00005296382,0.002089452,0.9919417,0.0000192461,0.000008733435,0.002198863],"study_design_scores_gemma":[0.000005964693,0.0008982996,0.03070435,0.000007266473,0.00003212592,0.0001149994,0.00010506,0.003750451,0.9640457,0.0000143996,0.0003056524,0.00001560865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992962,0.0001433587,0.0003039265,0.000002660716,0.000001489624,0.000004878502,0.00004166118,0.00001015869,0.0001955607],"genre_scores_gemma":[0.999283,0.00008933226,0.0002212929,0.000002334006,8.277711e-7,0.000003489387,0.00005620661,0.000005440159,0.0003380628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002243249,"threshold_uncertainty_score":0.004460335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005550418006262132,"score_gpt":0.2312963649952301,"score_spread":0.225745946988968,"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."}}