{"id":"W4409799923","doi":"10.11159/icgre25.189","title":"Investigation of the Usability of Recycled Aggregate Obtained fromPost-Earthquake Building Demolition Wastes on Highways: AnEvaluation for Turkey","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Demolition; Usability; Aggregate (composite); Demolition waste; Civil engineering; Construction engineering; Environmental science; Computer science; Transport engineering; Engineering; Materials science; Human–computer interaction","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":[0.0001726996,0.0002315485,0.0002873586,0.0001400556,0.00009901957,0.00002082177,0.0002611826,0.0000695521,0.000004567498],"category_scores_gemma":[0.00008766907,0.0001695024,0.0001077754,0.0002410905,0.0001652956,0.0002050706,0.00008018113,0.0001593099,9.581694e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213388,"about_ca_system_score_gemma":0.00000689058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001079722,"about_ca_topic_score_gemma":0.000004535367,"domain_scores_codex":[0.9988863,0.000009822249,0.0004431051,0.0002207729,0.0002466669,0.0001933313],"domain_scores_gemma":[0.9993638,0.0001588242,0.0002334852,0.0001742323,0.00003207858,0.00003762532],"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":[0.0001482293,0.000006725345,0.01266471,0.001302336,0.0001184032,4.505702e-8,0.000207181,0.08108358,0.895727,0.003572642,0.00007523757,0.0050939],"study_design_scores_gemma":[0.0004670008,0.00004613446,0.07041701,0.0009606747,0.00004846679,0.000001200832,0.00004585073,0.2684582,0.6581605,0.001228631,0.00003476447,0.00013157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983388,0.0001823124,0.00004241673,0.0001296207,0.0005307217,0.0005284438,0.00004475457,0.0000565543,0.0001463369],"genre_scores_gemma":[0.9991811,0.00006918948,0.000594657,0.00001495228,0.00002745196,0.00003927304,0.000007340766,0.00002375307,0.00004230414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375665,"threshold_uncertainty_score":0.6912106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007712851803904754,"score_gpt":0.1977789125986965,"score_spread":0.1900660607947918,"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."}}