{"id":"W4394974710","doi":"","title":"Impact of atmospheric circulation on streamflow in Southern Ontario","year":2018,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Streamflow; Atmospheric circulation; Climatology; Circulation (fluid dynamics); Environmental science; Meteorology; Oceanography; Geology; Geography; Engineering; Drainage basin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001634678,0.0001279846,0.0001797147,0.0004192379,0.001831863,0.00141446,0.0003004619,0.0003424663,0.003549573],"category_scores_gemma":[0.001309964,0.0001453838,0.000250703,0.001129165,0.0007323474,0.0004322485,0.0006303546,0.0003379359,0.0002044061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01599586,"about_ca_system_score_gemma":0.01183568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762869,"about_ca_topic_score_gemma":0.9906826,"domain_scores_codex":[0.9998196,0.00001966506,0.00001047022,0.00002569733,0.00005325732,0.00007132832],"domain_scores_gemma":[0.9992974,0.0001438587,0.00007844157,0.00002325483,0.0002673529,0.00018982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002463404,0.00004467069,0.9813324,0.00005712766,0.00007554852,0.0005300688,0.002448687,0.002097541,0.002574769,0.0005553457,0.001877595,0.008159863],"study_design_scores_gemma":[0.000009502428,0.000009841332,0.9959767,0.000007703614,0.00001876036,0.00002065547,0.001395908,0.0008721332,0.0001434112,0.00005903088,0.001480302,0.000005947522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962124,0.00009436788,0.00002672099,0.0003319317,0.000009066891,0.000003711023,0.0005392485,0.000007627788,0.002775059],"genre_scores_gemma":[0.9980447,0.0001645505,0.00002829333,0.00002134444,0.000006240557,0.00000216856,0.0002004633,0.000003973588,0.001528295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371305,"threshold_uncertainty_score":0.1160586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008589274309900027,"score_gpt":0.2108140510478171,"score_spread":0.2022247767379171,"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."}}