{"id":"W4387372836","doi":"10.1007/s10346-023-02146-z","title":"Failure analysis and flow dynamic modeling using a new slow-flow functionality: the 2022 Jiaokou (China) tailings dam breach","year":2023,"lang":"en","type":"article","venue":"Landslides","topic":"Tailings Management and Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Tailings; Interferometric synthetic aperture radar; Geology; Borehole; Flow (mathematics); Geotechnical engineering; Satellite; Drilling; Synthetic aperture radar; Environmental science; Mining engineering; Remote sensing; Engineering; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003465246,0.0002034453,0.0002448793,0.0002763279,0.0002478589,0.0002095379,0.0001682681,0.00006982929,0.00007280731],"category_scores_gemma":[0.00003100769,0.0001489879,0.0001257541,0.00102924,0.000025147,0.0002212229,0.0001075483,0.0002051872,0.00002172682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003597498,"about_ca_system_score_gemma":0.00001402462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003947547,"about_ca_topic_score_gemma":0.0007111469,"domain_scores_codex":[0.9989589,0.00002789144,0.0002087196,0.0002582078,0.0002324647,0.0003137903],"domain_scores_gemma":[0.999562,0.00004989299,0.00003091537,0.0002657278,0.00002570019,0.00006577926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001309982,0.000003406767,0.004851312,0.00006856825,0.0005406854,0.00000466061,0.000848119,0.9817193,0.000808434,0.00003169724,0.001028653,0.01008208],"study_design_scores_gemma":[0.0001897304,0.000008736562,0.001058607,0.0000234327,0.0004206352,0.000003032681,0.0005050418,0.9939905,0.00002956232,0.001040029,0.002527287,0.0002033385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890888,0.001103971,0.1057419,0.0009326677,0.000233747,0.0001544999,0.00001730118,0.0006316861,0.0002962256],"genre_scores_gemma":[0.9945697,0.0002278817,0.002928293,0.00005052666,0.0001632458,0.00001116665,0.000109576,0.00003964594,0.001899919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036818,"threshold_uncertainty_score":0.6075551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523269580623901,"score_gpt":0.2151037746974593,"score_spread":0.1998710788912203,"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."}}