{"id":"W2302674151","doi":"10.1080/02626667.2014.967249","title":"On the changes in long-term streamflow regimes in the North American Prairies","year":2014,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Streamflow; Precipitation; Environmental science; Climate change; Drainage basin; Surface runoff; Wetland; Hydrology (agriculture); Drainage; Climatology; Physical geography; Geography; Geology; Ecology; Meteorology","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":[0.0007548145,0.00008108392,0.00008549002,0.000239592,0.0002293276,0.0003626075,0.0001674604,0.0001717565,0.001042495],"category_scores_gemma":[0.003036536,0.00007145553,0.00006076168,0.0004505064,0.0003659649,0.0003353572,0.0002904833,0.0002201693,0.0001359159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957583,"about_ca_system_score_gemma":0.0006042945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03142856,"about_ca_topic_score_gemma":0.1086588,"domain_scores_codex":[0.9998019,0.00006040796,0.00001223595,0.00003488571,0.00006912089,0.00002140647],"domain_scores_gemma":[0.9987558,0.0005329535,0.0003021015,0.00004735765,0.0002563306,0.0001054514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001135141,0.00005775782,0.9274002,0.00005496896,0.00007313746,0.0003892053,0.0009473893,0.001432616,0.005030062,0.0001975427,0.001222414,0.06308116],"study_design_scores_gemma":[7.250229e-7,0.00001651625,0.9989302,0.000003078632,0.000004278555,0.00002536945,0.0001879184,0.0001650161,0.0001117126,0.00002632433,0.0005272517,0.000001634949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975417,0.0003112925,0.0001265927,0.0004004736,0.00000905433,0.000004347145,0.000114984,0.000002948321,0.00148873],"genre_scores_gemma":[0.9982046,0.0004852764,0.0002103788,0.0001165733,0.00004227163,0.000002967453,0.00007978958,0.000001876349,0.0008564069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9685714,"threshold_uncertainty_score":0.06249124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964074614737531,"score_gpt":0.2479567709950761,"score_spread":0.2283160248477008,"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."}}