{"id":"W4390946103","doi":"10.3133/sir20235126","title":"Flood of October 31 to November 3, 2019, in the East Canada Creek, West Canada Creek, and Sacandaga River basins in central New York","year":2024,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; National Oceanic and Atmospheric Administration","keywords":"Flooding (psychology); Structural basin; Hydrology (agriculture); Flood myth; Drainage basin; Geological survey; Geology; Period (music); Streamflow; Stage (stratigraphy); Physical geography; Geography; Archaeology; Cartography; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005660687,0.0001236328,0.000144563,0.0000702657,0.0001999597,0.0001016636,0.0002556384,0.00005405069,0.0008434443],"category_scores_gemma":[0.0001019441,0.0001112752,0.00002122291,0.001252751,0.0005483992,0.0001811092,0.00004567682,0.0001955337,0.00001511847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457178,"about_ca_system_score_gemma":0.003066898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915221,"about_ca_topic_score_gemma":0.9999109,"domain_scores_codex":[0.9980981,0.00003691865,0.0004432319,0.0004938788,0.0005662304,0.000361674],"domain_scores_gemma":[0.9993187,0.00005619378,0.00005989497,0.0003267471,0.0000141808,0.0002242813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002618267,0.0000444449,0.5689543,0.00001805874,0.000008792616,0.0004036334,0.00157245,0.003224988,0.0005786757,0.00005427379,0.4249384,0.0001992614],"study_design_scores_gemma":[0.0001080818,0.0000123041,0.5145807,0.00004788872,0.00001777248,0.00007640141,0.0001835064,0.0002203774,0.0002647497,0.0002421615,0.4841042,0.0001418552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929292,0.0001012104,0.00001562046,0.002920718,0.0005803535,0.000280744,0.0007535688,0.000009048501,0.002409553],"genre_scores_gemma":[0.993597,0.000001739523,0.0002906934,0.0005897889,0.00002141533,0.00001401469,0.0004299069,0.000006596964,0.005048818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05916571,"threshold_uncertainty_score":0.9235124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357041022637252,"score_gpt":0.2058966808536717,"score_spread":0.1923262706272992,"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."}}