{"id":"W6922117759","doi":"10.1021/acsami.9b05692.s001","title":"Rapid\\nDewatering and Consolidation of Concentrated\\nColloidal Suspensions: Mature Fine Tailings via Self-Healing Composite\\nHydrogel","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dewatering; Tailings; Consolidation (business); Composite number; Leaching (pedology); Colloidal particle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00009911094,0.0003939542,0.000146309,0.0002788768,0.0001320707,0.0002510932,0.0002667817,0.0002708095,0.0009874292],"category_scores_gemma":[0.0001014125,0.0001869982,0.0001660807,0.0001383902,0.0001596558,0.0003625327,0.0002859391,0.0004716253,0.0004085376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755548,"about_ca_system_score_gemma":0.0003071516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476124,"about_ca_topic_score_gemma":0.006488912,"domain_scores_codex":[0.9998989,0.000003061823,0.000007483465,0.00002685607,0.00003589944,0.0000277967],"domain_scores_gemma":[0.999938,0.000005180665,0.0000207772,0.000005874181,0.00001158738,0.00001860892],"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":[0.00002430555,0.00002457415,0.00006689956,0.00002969335,0.000002344686,0.00002922074,0.00001899353,0.0001703758,0.9962961,0.00007101279,0.00004885397,0.003217521],"study_design_scores_gemma":[0.000005341253,0.0001199245,0.0004855994,0.00000356165,0.000003753875,0.00002739745,0.00001233965,0.001311623,0.9969469,0.00001207578,0.001065595,0.000005817354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976317,0.0009721606,0.01661601,0.0000543399,0.00005159825,0.0001363137,0.0002386423,0.0006437046,0.004970116],"genre_scores_gemma":[0.9827662,0.0005466063,0.0114914,0.00004637081,0.00000982696,0.00004676732,0.0002255662,0.00005569944,0.004811576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476124,"threshold_uncertainty_score":0.003303289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728325760092107,"score_gpt":0.2329464345452975,"score_spread":0.2156631769443764,"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."}}