{"id":"W4400312851","doi":"10.1016/j.conbuildmat.2024.137253","title":"Flowability, microstructure, early and long-term strength modification of cemented ultrafine tailings backfill using artificial lightweight aggregates","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Tailings Management and Properties","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tailings; Microstructure; Materials science; Geotechnical engineering; Term (time); Metallurgy; 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":[0.0001470619,0.0001713638,0.0002160936,0.0001663516,0.00007885092,0.0003001663,0.00005373726,0.00008257406,0.00009915316],"category_scores_gemma":[0.00001597732,0.000152365,0.00002635312,0.000124154,0.0001625037,0.0002622214,0.00003642883,0.00006077264,0.000001599219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002152891,"about_ca_system_score_gemma":0.000007679391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002551904,"about_ca_topic_score_gemma":0.000002582762,"domain_scores_codex":[0.999134,0.00002395266,0.0003697417,0.0002341507,0.00008627759,0.0001518607],"domain_scores_gemma":[0.9997291,0.00002436445,0.00006015739,0.0001065038,0.0000409345,0.00003897179],"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":[0.00002500077,0.000004331027,0.001497883,0.0007737053,0.00005566687,0.000001143727,0.0001448281,0.00006927366,0.9774022,0.003814714,0.00000429289,0.01620699],"study_design_scores_gemma":[0.0001424111,0.00002186672,0.002167551,0.0002826052,0.00007256388,0.00002239153,0.00003735503,0.001771517,0.9936702,0.001449319,0.0001832789,0.000178917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958236,0.001198426,0.001382544,0.00002561307,0.001099929,0.0001938622,0.00003857535,0.0002085768,0.00002889754],"genre_scores_gemma":[0.9970693,0.0003776263,0.002345308,0.000002908536,0.0001436347,0.000004508517,0.00002193818,0.00002313772,0.00001165739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626805,"threshold_uncertainty_score":0.6213266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842327743298672,"score_gpt":0.2374373860569086,"score_spread":0.2190141086239219,"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."}}