{"id":"W4408097676","doi":"10.1016/j.conbuildmat.2025.140586","title":"Effect of treated industrial wastewater and metalized plastic waste fiber on workability, mechanical properties and durability of self-compacting concrete","year":2025,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Durability; Materials science; Composite material; Plastic waste; Fiber; Waste management; Engineering","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":[0.0003690337,0.0004430438,0.000482298,0.0002453901,0.0003278127,0.000493418,0.000314731,0.0006498546,0.001266595],"category_scores_gemma":[0.0007641482,0.0002668394,0.0006794248,0.0003181493,0.0004938392,0.0004603675,0.0001959043,0.0005572514,0.0002098055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218314,"about_ca_system_score_gemma":0.0004482002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004607481,"about_ca_topic_score_gemma":0.005071837,"domain_scores_codex":[0.9995608,0.00008619217,0.00005894725,0.00008616158,0.00007831467,0.0001296294],"domain_scores_gemma":[0.999302,0.0003012164,0.0001212318,0.00004957888,0.0001240855,0.0001017161],"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":[0.007831325,0.0007565771,0.00350813,0.0002177747,0.000107807,0.0002757225,0.0002279192,0.001475537,0.9808267,0.00008329502,0.0000918301,0.004597371],"study_design_scores_gemma":[0.00002819443,0.00190367,0.008966738,0.00000658417,0.00007325742,0.0000568343,0.0001398933,0.001416126,0.9870358,0.00003049258,0.0003231341,0.00001916233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993246,0.0001952329,0.000164111,0.00001255191,0.00001572694,0.000004298087,0.00005631078,0.000006430846,0.0002208263],"genre_scores_gemma":[0.9988432,0.0001262351,0.0002006099,0.00001885162,0.000004786506,0.000003825288,0.00007324304,0.000005626146,0.0007235901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004607481,"threshold_uncertainty_score":0.009161294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646268146110668,"score_gpt":0.232401546519758,"score_spread":0.2159388650586513,"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."}}