{"id":"W4399557919","doi":"10.1016/j.conbuildmat.2024.136971","title":"Recycling of contaminated waste glass in ultra-high performance concrete: Impurities impact","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Contamination; Waste management; Impurity; Environmental science; Materials science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004719097,0.0003127554,0.0003578932,0.0006982922,0.0006670592,0.001249953,0.0003169647,0.0007554758,0.001237003],"category_scores_gemma":[0.0005150514,0.0002143485,0.0005880091,0.0004151802,0.0004816658,0.0005742591,0.0004243479,0.0003885781,0.0002909115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230101,"about_ca_system_score_gemma":0.0009105187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531512,"about_ca_topic_score_gemma":0.01281392,"domain_scores_codex":[0.999546,0.00008649045,0.0000255813,0.00006352724,0.0001575478,0.0001208125],"domain_scores_gemma":[0.9996922,0.00006010552,0.00005489067,0.00002978579,0.0001369023,0.00002603037],"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":[0.004115987,0.0003292624,0.04517813,0.0005564812,0.0002094123,0.001140383,0.0006903048,0.008574612,0.9163952,0.001446155,0.0004175295,0.02094658],"study_design_scores_gemma":[0.0000179539,0.0004829775,0.02477686,0.00004268141,0.0001161902,0.0002183269,0.000739655,0.00610347,0.9656421,0.0002481581,0.001586953,0.00002476721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983368,0.000322561,0.0003900151,0.00002302685,0.00000694394,0.000006476138,0.00006687587,0.0000104259,0.0008368884],"genre_scores_gemma":[0.998447,0.0002646293,0.0001936686,0.00001210648,0.000001805855,0.000002038804,0.00006650684,0.00001054095,0.001001765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531512,"threshold_uncertainty_score":0.03045195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009027961504896834,"score_gpt":0.2509102591696474,"score_spread":0.2418822976647506,"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."}}