{"id":"W4367155122","doi":"10.36487/acg_repo/2355_57","title":"Throttling a cemented paste backfill underground distribution system","year":2023,"lang":"en","type":"article","venue":"Paste/Paste","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; Geomechanica (Canada); University of Alberta","funders":"","keywords":"Bandwidth throttling; Geotechnical engineering; Environmental science; Petroleum engineering; Geology; Engineering; Mechanical 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":[0.0003227406,0.0003552597,0.0003316111,0.0005109281,0.0007872116,0.0005787817,0.0007637158,0.0004517085,0.007884371],"category_scores_gemma":[0.0006431374,0.0002606339,0.0002696668,0.000282781,0.0004350249,0.0006430721,0.0005601379,0.0004959506,0.001322838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009539979,"about_ca_system_score_gemma":0.001059032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497212,"about_ca_topic_score_gemma":0.005212829,"domain_scores_codex":[0.9995911,0.00005842328,0.00002508844,0.00006124606,0.0001960635,0.00006810821],"domain_scores_gemma":[0.9996769,0.00006358138,0.00004359553,0.00004818458,0.0001274258,0.00004027289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009641267,0.0002819609,0.006983281,0.000537188,0.00003461148,0.001437096,0.001203598,0.05615571,0.7224482,0.005471704,0.003194842,0.2012876],"study_design_scores_gemma":[0.0003839612,0.003537436,0.01784486,0.000108217,0.000119162,0.001387768,0.000769993,0.2357532,0.6928266,0.001643731,0.04541644,0.0002085129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735085,0.0001242751,0.238743,0.0003024626,0.0000731182,0.0006684861,0.0003539013,0.007084147,0.01756565],"genre_scores_gemma":[0.9731219,0.00004351447,0.0197265,0.00002770375,0.0000105389,0.00006364936,0.00009049557,0.0001135441,0.00680211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007884371,"threshold_uncertainty_score":0.02637589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00786249951448193,"score_gpt":0.1745588329919382,"score_spread":0.1666963334774562,"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."}}