{"id":"W2320399102","doi":"10.1061/9780784479162.245","title":"Adverse Hydrologic and Ecologic Impacts of Wildfires in Western Watersheds","year":2015,"lang":"en","type":"article","venue":"World Environmental and Water Resources Congress 2015","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Flooding (psychology); Hydrology (agriculture); Surface runoff; Debris; Flood myth; Watershed; Arid; Erosion; Ecosystem; Aeolian processes; Floodplain; Geology; Ecology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002500496,0.000122097,0.0001463117,0.000606998,0.0006912427,0.0007607757,0.0001704614,0.0001785108,0.001087749],"category_scores_gemma":[0.0007553236,0.0001102982,0.0001371855,0.0008451017,0.0003783581,0.0003298815,0.0004582002,0.0002387681,0.00009912947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537239,"about_ca_system_score_gemma":0.001145646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2415872,"about_ca_topic_score_gemma":0.5317766,"domain_scores_codex":[0.9998692,0.00002688448,0.000009455864,0.00001695509,0.00002996136,0.00004761044],"domain_scores_gemma":[0.9995884,0.0000327536,0.0001291789,0.00001560921,0.00007625017,0.0001578047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008602943,0.0001562753,0.9911963,0.00001058789,0.00002209132,0.0002769788,0.0005986931,0.0003136148,0.0007658519,0.00006672242,0.0005637729,0.005943069],"study_design_scores_gemma":[0.000002205951,0.0000145475,0.9987605,0.000002773717,0.000003476935,0.00002863961,0.0007528093,0.0001109108,0.00004110366,0.00002118892,0.0002601671,0.000001767677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986827,0.00005979259,0.00001566517,0.00008265791,0.000002284906,0.000005149268,0.0001317912,0.000004335502,0.00101565],"genre_scores_gemma":[0.9990705,0.0001603457,0.0000508119,0.00003706342,0.000007082513,0.000005970397,0.0002409453,0.00000179324,0.0004255654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2415872,"threshold_uncertainty_score":0.4803621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772673980630501,"score_gpt":0.1976224498643477,"score_spread":0.1898957100580427,"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."}}