{"id":"W7028856271","doi":"","title":"The Hydrologic Processes Triggering Post-Wildfire Landslides from Watershed to Global Scales","year":2021,"lang":"en","type":"dissertation","venue":"CU Scholar (University of Colorado Boulder)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landslide; Precipitation; Debris; Natural hazard; Watershed; Landslide classification; Storm; Landslide mitigation","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":[0.0002168414,0.0001356609,0.0002024336,0.000796498,0.0003236962,0.001069526,0.0001586403,0.0002252395,0.001065811],"category_scores_gemma":[0.0005779548,0.0001257227,0.0002136047,0.001350943,0.0004678881,0.0006532631,0.00045805,0.0003057774,0.0001059403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101988,"about_ca_system_score_gemma":0.0009391056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08620514,"about_ca_topic_score_gemma":0.1487656,"domain_scores_codex":[0.999913,0.00001014353,0.000005100481,0.00002156377,0.00001939081,0.00003072337],"domain_scores_gemma":[0.9997538,0.00005374064,0.00007815281,0.00002051982,0.00006485562,0.00002890871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006743602,0.00005788095,0.9600511,0.00006873356,0.00008761593,0.0003241507,0.0008063845,0.01065731,0.005931703,0.001549274,0.0006320964,0.01976623],"study_design_scores_gemma":[0.000002285951,0.00001108352,0.995681,0.000007208232,0.00001500808,0.00002620258,0.0008623785,0.002213952,0.0003923429,0.0002313721,0.0005522265,0.000004747614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955894,0.0001288066,0.0004885816,0.00008182396,0.000002957898,0.00001412098,0.0005162407,0.0000233425,0.003154819],"genre_scores_gemma":[0.9988887,0.0002485092,0.0003102519,0.00001528422,0.000004662512,0.000005634402,0.000302379,0.000005414817,0.0002192749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08620514,"threshold_uncertainty_score":0.1714067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005605807556037545,"score_gpt":0.2057110030526602,"score_spread":0.2001051954966227,"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."}}