{"id":"W1976775789","doi":"10.1002/hyp.6425","title":"Generation of streamflow to seasonal high waters in a freshwater delta, northwestern Canada","year":2006,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Victoria","funders":"BC Hydro","keywords":"Tributary; Surface runoff; Hydrology (agriculture); Snowmelt; Wetland; Delta; Streamflow; Environmental science; Drainage basin; River delta; Precipitation; Geology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000629022,0.0001036843,0.0001471776,0.00003879799,0.00004137367,0.00002156147,0.0001145305,0.00005220215,0.002625127],"category_scores_gemma":[0.00001438134,0.00007073097,0.00001416515,0.0001810523,0.00003019757,0.0000834055,0.000009832229,0.00005524365,0.00002603317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007028295,"about_ca_system_score_gemma":0.00008871284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8825539,"about_ca_topic_score_gemma":0.9988731,"domain_scores_codex":[0.9991452,0.00002402071,0.0001902659,0.000203182,0.0001916861,0.0002456889],"domain_scores_gemma":[0.9997308,0.0000562772,0.00003521857,0.00006642225,0.00004304843,0.00006825914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004029664,0.00002345609,0.9801944,0.00003934777,0.000002087402,0.00004082805,0.00006926514,0.01733945,0.0004923076,0.000001739778,0.001302431,0.000454427],"study_design_scores_gemma":[0.0003189676,0.0002338317,0.9830977,0.00002101077,0.000007899238,0.00001016338,0.00004121533,0.006045997,0.005086158,0.0002542344,0.004639853,0.0002429711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971766,0.0001242879,0.000009935738,0.0004945725,0.00007205445,0.00009556399,0.001746539,0.000009926558,0.0002705334],"genre_scores_gemma":[0.9958591,0.00001578272,0.00007692163,0.0006206635,0.0001336484,0.000003241323,0.003227494,0.000002010965,0.00006113277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163192,"threshold_uncertainty_score":0.9982866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03433000551208805,"score_gpt":0.2139407113935261,"score_spread":0.179610705881438,"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."}}