{"id":"W2026091332","doi":"10.2166/nh.2008.102","title":"Analysis of cold season streamflow response to variability of climate in north-western North America","year":2008,"lang":"en","type":"article","venue":"Hydrology research","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Streamflow; Pacific decadal oscillation; Climatology; Environmental science; Forcing (mathematics); Climate change; Drainage basin; Structural basin; North Atlantic oscillation; Spring (device); Oceanography; El Niño Southern Oscillation; Geology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002385807,0.0001235721,0.0005061176,0.0005616611,0.0001549324,0.000002158209,0.0004190851,0.00008439473,0.0003441206],"category_scores_gemma":[0.0003641634,0.000113615,0.00008397389,0.003095158,0.00133113,0.0000732142,0.0008609392,0.0002615967,0.0001560218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000988434,"about_ca_system_score_gemma":0.00001738514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189823,"about_ca_topic_score_gemma":0.01253482,"domain_scores_codex":[0.9965656,0.001486684,0.000382097,0.0004923021,0.0004409869,0.0006322893],"domain_scores_gemma":[0.998448,0.0007764912,0.00007939499,0.0005594156,0.00003335245,0.0001034063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001446036,0.0002930932,0.9505797,0.00001197275,0.0001763581,0.00005521388,0.001840626,0.04477499,0.0005494786,0.000003127069,0.0001002723,0.0001691098],"study_design_scores_gemma":[0.0002696122,0.0004675047,0.9955785,0.000001824297,0.00005772145,6.035543e-7,0.00003721102,0.002254137,0.0001156931,0.000009025845,0.001126486,0.0000816661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974056,0.000008451321,0.00004232655,0.0007776932,0.00001549097,0.0003360466,0.00003862179,0.00001171326,0.001364061],"genre_scores_gemma":[0.9993182,0.0001348195,0.0001032353,0.00013319,0.000004427603,0.00005718865,0.00001324973,0.000006900555,0.000228828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04499879,"threshold_uncertainty_score":0.6994725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307291678403493,"score_gpt":0.3083805673432378,"score_spread":0.2776513995028885,"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."}}