{"id":"W4361185685","doi":"10.1007/s41062-023-01095-9","title":"Evaluation of the feasibility of treated waste glass as aggregate in asphalt mixture","year":2023,"lang":"en","type":"article","venue":"Innovative Infrastructure Solutions","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Aggregate (composite); Asphalt; Waste management; Biogeosciences; Environmental science; Environmental engineering science; Materials science; Engineering; Composite material; Geology","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":[0.00177669,0.0001775204,0.0002268872,0.0003402645,0.00008139388,0.000006737178,0.0002204576,0.0001398854,0.0001412594],"category_scores_gemma":[0.0005863661,0.0001420241,0.00005623988,0.005103881,0.0001632433,0.0002398686,0.00007476575,0.000297924,0.00001108604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512004,"about_ca_system_score_gemma":0.0002526269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225868,"about_ca_topic_score_gemma":0.0001142152,"domain_scores_codex":[0.997857,0.0002139752,0.0006151107,0.0001815386,0.0008599191,0.0002724717],"domain_scores_gemma":[0.9980066,0.00006065779,0.0002321745,0.0003886087,0.00129027,0.00002172422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002083587,0.00003810667,0.07787159,0.0001226374,0.0001417576,4.398379e-7,0.002298147,0.7575427,0.1469559,0.001983883,0.001546666,0.01147734],"study_design_scores_gemma":[0.0009700345,0.00004564073,0.6342337,0.0001321811,0.00005921796,0.00000132394,0.0005164412,0.292651,0.06269958,0.008518453,0.00003646365,0.0001359104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954485,0.00008740133,0.0003846015,0.0001180891,0.0004383964,0.0008598473,0.00009102554,0.00009303631,0.002479119],"genre_scores_gemma":[0.9996316,0.00001229381,0.0001138474,0.00001376204,0.00004077683,0.00006701647,0.00007331114,0.00001913015,0.00002824366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563622,"threshold_uncertainty_score":0.5791576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828323869155896,"score_gpt":0.3179302093964872,"score_spread":0.2696469707049283,"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."}}