{"id":"W4385324290","doi":"10.1130/g51225.1","title":"Rapid fluvial remobilization of sediments deposited by the 2021 Chamoli disaster, Indian Himalaya","year":2023,"lang":"en","type":"article","venue":"Geology","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Geology; Fluvial; Bed load; Debris flow; Hydrology (agriculture); Sediment transport; Sediment; Geomorphology; Monsoon; Erosion; Debris; Oceanography; Geotechnical 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":[0.0001826558,0.0002349288,0.0001357549,0.0007727421,0.0006692787,0.0008012047,0.0003555893,0.0002965845,0.001206366],"category_scores_gemma":[0.0003485875,0.0001026331,0.0001868682,0.0009835712,0.0004060326,0.0003172958,0.0004888179,0.0003892588,0.0001620954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090851,"about_ca_system_score_gemma":0.0006722119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07505683,"about_ca_topic_score_gemma":0.133633,"domain_scores_codex":[0.9998931,0.00001595084,0.00000515996,0.00002547936,0.00002017643,0.00004027676],"domain_scores_gemma":[0.9997789,0.00003344275,0.00005706648,0.00003053029,0.00004430158,0.00005566645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288124,0.0001142322,0.9658829,0.00005421708,0.00007128482,0.001127199,0.001608684,0.007174344,0.009180026,0.0002917937,0.001054405,0.01331209],"study_design_scores_gemma":[0.000001983548,0.00002265695,0.9946412,0.000005331304,0.00001153592,0.00008543308,0.001058387,0.003477613,0.0003257317,0.00004483613,0.0003159124,0.000009430169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990197,0.00001993806,0.0000901254,0.00006460128,0.000002720446,0.000003259265,0.0002029253,0.00002107616,0.0005755461],"genre_scores_gemma":[0.9996463,0.00001529129,0.0000635083,0.00001020037,0.000002653935,0.00000270687,0.0001435396,0.000001417168,0.0001143951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07505683,"threshold_uncertainty_score":0.1492399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00591875201891758,"score_gpt":0.2084178053081445,"score_spread":0.202499053289227,"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."}}