{"id":"W4367154821","doi":"10.36487/acg_repo/2355_38","title":"Assessment on consolidation behaviours of treated fluid fine tailings using applied suction method","year":2023,"lang":"en","type":"article","venue":"Paste/˜Pœaste","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; Geomechanica (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance","keywords":"Tailings; Consolidation (business); Suction; Geotechnical engineering; Geology; Environmental science; Petroleum engineering; Materials science; Engineering; Metallurgy; Mechanical engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003223033,0.0001814469,0.0002328852,0.0002911839,0.00006751855,0.00003607572,0.00009703689,0.00006158156,0.00005763067],"category_scores_gemma":[0.00001107876,0.0001775425,0.00005634643,0.0004644504,0.00002354317,0.000108036,0.00003845682,0.0001156886,0.00004430255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007128895,"about_ca_system_score_gemma":0.000009819264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005840237,"about_ca_topic_score_gemma":0.000007946658,"domain_scores_codex":[0.9989879,0.00003677076,0.00031026,0.0002047923,0.0002221979,0.0002381462],"domain_scores_gemma":[0.9995652,0.00005678097,0.00008295586,0.0002068519,0.00004835359,0.00003982023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005747373,0.00003898087,0.001791438,0.0002212589,0.0001173832,0.00000515188,0.0004112271,0.3919069,0.5746402,0.0007616839,0.0004688951,0.02957945],"study_design_scores_gemma":[0.001113772,0.0001745569,0.01214844,0.0001707028,0.0002371954,0.000003377177,0.0005831231,0.566834,0.4169118,0.0001153732,0.001206546,0.0005011132],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981457,0.00002472957,0.01137855,0.00003936113,0.0003102547,0.0003277535,0.00001220657,0.00048945,0.005960696],"genre_scores_gemma":[0.9960997,0.00001747679,0.003137896,0.000009628805,0.00007093365,0.00002744814,0.00009522054,0.00004565245,0.0004960179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1749271,"threshold_uncertainty_score":0.7239972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280125963807341,"score_gpt":0.2823638254061068,"score_spread":0.2495625657680334,"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."}}