{"id":"W4382364395","doi":"10.1016/j.jobe.2023.107167","title":"Effect of using wastewater from the ready-mixed concrete plant on the performance of one-part alkali-activated GBFS/FA composites: Fresh, mechanical and durability properties","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural Adaptation Council; Fundacion Araucaria","keywords":"Durability; Compressive strength; Materials science; Absorption of water; Sorptivity; Ground granulated blast-furnace slag; Tap water; Flexural strength; Composite material; Properties of concrete; Microstructure; Shrinkage; Wastewater; Waste management; Fly ash; Environmental science; Environmental engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00019156,0.0003598095,0.0003679026,0.0002060921,0.0001992846,0.0003989622,0.0001974866,0.0003578056,0.0007879519],"category_scores_gemma":[0.0003420253,0.0001523937,0.0003460485,0.0002253224,0.0001948778,0.0003004934,0.0002072421,0.0003673046,0.000161408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947177,"about_ca_system_score_gemma":0.0002184357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112922,"about_ca_topic_score_gemma":0.003842202,"domain_scores_codex":[0.999754,0.00004215715,0.00002975214,0.00005312012,0.00007299241,0.00004801713],"domain_scores_gemma":[0.9996783,0.00008561846,0.00008462275,0.00001813591,0.00008578478,0.00004764612],"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":[0.0006601142,0.0001237981,0.001057397,0.0001274406,0.00001943523,0.00007396084,0.00005289031,0.000344608,0.9943585,0.00001231212,0.00002125754,0.003148322],"study_design_scores_gemma":[0.000007528178,0.001814739,0.008011348,0.000007638326,0.00004414049,0.00005124373,0.0001033236,0.0005592291,0.988961,0.00001078487,0.0004178606,0.00001118342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993495,0.0001793373,0.0001125165,0.000008787352,0.000007359564,0.000006227524,0.00005795915,0.000006524535,0.000271771],"genre_scores_gemma":[0.9986538,0.0002502363,0.0004099363,0.00001815453,0.000003730377,0.00000679451,0.00007067696,0.000006975918,0.0005798009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112922,"threshold_uncertainty_score":0.004201233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194045287226072,"score_gpt":0.2346738466627172,"score_spread":0.2027333937904565,"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."}}