{"id":"W4220883598","doi":"10.5194/nhess-2021-352-ac1","title":"Reply on RC1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BGC Engineering (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Inflow; Hydrograph; Debris; Flow (mathematics); Debris flow; Geology; Environmental science; Mechanics; Geography; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002455909,0.0009929668,0.001120485,0.001059883,0.003433332,0.003928232,0.00365636,0.03055016,0.142461],"category_scores_gemma":[0.02656768,0.0006358593,0.001447194,0.0008972645,0.002088741,0.003733712,0.002579275,0.02406628,0.113577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003950875,"about_ca_system_score_gemma":0.003728279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009317017,"about_ca_topic_score_gemma":0.01076073,"domain_scores_codex":[0.9975255,0.0004757117,0.000279372,0.0004561043,0.000831176,0.0004321114],"domain_scores_gemma":[0.9941508,0.001759336,0.000229775,0.0003872305,0.00254278,0.0009300274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009854066,0.00000382247,0.00003899125,0.00001563737,0.000001574048,0.00008967255,0.00001324291,0.000004712664,0.00001969523,0.000280395,0.9974985,0.002023958],"study_design_scores_gemma":[0.00001074816,0.000008490577,0.0002007857,0.00006300904,0.000003007487,0.0001113031,0.00008404782,0.00002425575,0.00006476886,0.0005021413,0.9989165,0.00001097833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002693653,0.001834496,0.0002204565,0.8240469,0.1412905,0.0001278016,0.0005137234,0.0004318532,0.03126491],"genre_scores_gemma":[0.00241153,0.0009076471,0.0001817731,0.8568639,0.03568491,0.0001691483,0.0001912211,0.0001783827,0.1034114],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.857539,"threshold_uncertainty_score":0.4765795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572458048118554,"score_gpt":0.260407734099026,"score_spread":0.2446831536178405,"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."}}