{"id":"W4310564137","doi":"10.21203/rs.3.rs-2306096/v1","title":"Outburst floods strongly influence valley evolution in the Tsangpo Gorge, Eastern Himalaya","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Geography; Archaeology; Physical geography","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":[0.0001020712,0.0001601486,0.0001710403,0.0008129052,0.0004677011,0.0008127874,0.0001754879,0.0002203352,0.00176393],"category_scores_gemma":[0.0003817476,0.0001659587,0.0001526338,0.001111884,0.0005260411,0.000291708,0.0003456822,0.0001623109,0.0002002232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879091,"about_ca_system_score_gemma":0.0003378681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02918758,"about_ca_topic_score_gemma":0.06186606,"domain_scores_codex":[0.9999161,0.00002188603,0.000004133337,0.00001960291,0.000007869201,0.0000303898],"domain_scores_gemma":[0.9998273,0.00004739371,0.00004262062,0.00001287078,0.00002338778,0.00004642507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001705056,0.00003385219,0.9853276,0.0000209377,0.00008088164,0.0003934435,0.001835009,0.00115575,0.005681229,0.000180973,0.0002347915,0.004885148],"study_design_scores_gemma":[0.000001542259,0.000006127682,0.9989241,0.000001507441,0.000006156789,0.00002490177,0.0006300617,0.0002665149,0.00003647493,0.00002020816,0.00008063322,0.000001819577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995351,0.00001653556,0.0000152804,0.00001315588,6.748881e-7,6.31586e-7,0.00005802124,0.000002716212,0.0003579489],"genre_scores_gemma":[0.9997821,0.00001609151,0.00001349066,0.000003172918,0.000001327509,6.05322e-7,0.0000673547,0.000001609837,0.0001142673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02918758,"threshold_uncertainty_score":0.05803537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027777648665646,"score_gpt":0.338387863128363,"score_spread":0.3081100866417065,"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."}}