{"id":"W4411629985","doi":"10.1016/j.ejrh.2025.102562","title":"Streamflow generation, hydroclimatic changes, and flood mechanisms in the Sheep River basin on the eastern slopes of the Canadian Rockies","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Calgary","funders":"Alberta Innovates","keywords":"Streamflow; Flood myth; Structural basin; Drainage basin; Climatology; Geography; Hydrology (agriculture); Geology; Physical geography; Geomorphology; Cartography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008333637,0.0001334037,0.0002538257,0.00009496698,0.0006104785,0.00001098196,0.0003753501,0.00005500279,0.00001849663],"category_scores_gemma":[0.000108042,0.00005864972,0.00005892089,0.0001838685,0.0008534605,0.00005842291,0.000198943,0.0002182,0.000005018102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007551504,"about_ca_system_score_gemma":0.00001894029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960868,"about_ca_topic_score_gemma":0.1530404,"domain_scores_codex":[0.9988553,0.0003138992,0.0002629136,0.0001330395,0.0002312422,0.0002036202],"domain_scores_gemma":[0.9993423,0.0002765111,0.00018598,0.0001512507,0.00002323149,0.0000206895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002478745,0.0003759386,0.8045232,0.00008360105,0.002589385,0.0001214478,0.03590639,0.01385557,0.0004422084,0.04173328,0.09680389,0.003317199],"study_design_scores_gemma":[0.003092871,0.001627212,0.6739209,0.0004165824,0.001050773,0.0002566846,0.01494637,0.006319671,0.0008931853,0.2465902,0.05028404,0.0006014822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8382972,0.0009626739,0.00002154968,0.1591608,0.0001729175,0.0001838318,0.000001562334,0.000001654168,0.001197839],"genre_scores_gemma":[0.9887277,0.0007241657,0.0000513098,0.01017253,0.00003995078,0.00001660464,3.436274e-7,0.000003279084,0.0002640963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048569,"threshold_uncertainty_score":0.8624144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919036281978921,"score_gpt":0.2386466215522353,"score_spread":0.2094562587324461,"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."}}