{"id":"W2513777936","doi":"10.15273/ijge.2016.03.016","title":"Debris Flows of the Tunkinsky Goltsy Mountains (Tunkinsky District, Republic of Buryatia in Eastern Siberia)","year":2016,"lang":"en","type":"article","venue":"International journal of geohazards and environment","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debris; Debris flow; Geology; Hydrology (agriculture); Flood myth; Mudflow; Landslide; Natural (archaeology); Storm; Ravine; Physical geography; Hyperconcentrated flow; Geography; Geomorphology; Archaeology; Sediment; Oceanography; Sediment transport; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004097167,0.0001353497,0.0002382156,0.00007845298,0.00002847252,0.00001644693,0.0005001705,0.00007729046,0.0009799582],"category_scores_gemma":[0.00004645781,0.00007035046,0.0001532243,0.00008220809,0.0002198312,0.0002164561,0.0003517442,0.0001333129,0.0000115216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609316,"about_ca_system_score_gemma":0.00002290045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002125645,"about_ca_topic_score_gemma":0.00005261661,"domain_scores_codex":[0.9981218,0.00005720768,0.0006856623,0.0001656326,0.0008021222,0.0001675567],"domain_scores_gemma":[0.9990969,0.00005634207,0.0005510242,0.0001947608,0.00002213988,0.00007887529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002894599,0.0004508328,0.7560366,0.00001200677,0.0002375621,0.00005293344,0.0006115237,0.003387216,0.03621034,0.0002299546,0.0005387113,0.2019429],"study_design_scores_gemma":[0.002006324,0.0002303316,0.9565081,0.0002208513,0.00004495769,0.0001442636,0.00008710435,0.0009374235,0.004251535,0.001230554,0.03416824,0.0001702936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957133,0.0001689398,0.0006528572,0.002054327,0.0003413789,0.0000860324,0.0000346904,0.00000194396,0.0009465115],"genre_scores_gemma":[0.9978751,0.001274348,0.0002782207,0.00006454891,0.00006717973,0.00000211607,0.000001252099,0.0000104577,0.000426795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017726,"threshold_uncertainty_score":0.9999333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006145223261821307,"score_gpt":0.2076030381569541,"score_spread":0.2014578148951327,"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."}}