{"id":"W2125070304","doi":"10.1016/j.jhydrol.2011.02.020","title":"Uncertainty of downscaling method in quantifying the impact of climate change on hydrology","year":2011,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Climate variability and models","field":"Environmental Science","cited_by":713,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Hydro-Québec; Manitoba Hydro","keywords":"Downscaling; Environmental science; Climate change; Climatology; Precipitation; Hydrograph; Greenhouse gas; Drainage basin; Meteorology; Geology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160280643336538,"score_gpt":0.3565537727660391,"score_spread":0.2405257084323854,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["simulation_or_modeling"],"consensus_intersection":["simulation_or_modeling"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0021972991531242847,"metaepi_narrow":0.0015869382772564279,"metaepi_broad":0.00044251163500419623,"bibliometrics":0.00044251163500419623,"sts":0.00007629510948348211,"scholarly_communication":0,"open_science":0.000015259021896696422,"research_integrity":0.00032043945983062486,"randomized_trial":0.000045777065690089265,"nonrandomized_trial":0.000045777065690089265,"observational":0.014633401998931869,"systematic_review":0.000015259021896696422,"meta_analysis":0.00010681315327687495,"case_report":0.00006103608758678569,"qualitative":0.0003509575036240177,"simulation_or_modeling":0.8907454032196537,"bench_or_experimental":0.012726024261844816,"theoretical_or_conceptual":0.003982604715037766,"not_applicable":0.00009155413138017853,"design_other":0.007019150072480354},"gemma":{"metaresearch":0.0005340657663843748,"metaepi_narrow":0.000015259021896696422,"metaepi_broad":0.0001373311970702678,"bibliometrics":0.0005493247882810712,"sts":0.00012207217517357137,"scholarly_communication":0.000030518043793392844,"open_science":0.000045777065690089265,"research_integrity":0.000030518043793392844,"randomized_trial":0.000015259021896696422,"nonrandomized_trial":0.00007629510948348211,"observational":0.021560997940032044,"systematic_review":0.000030518043793392844,"meta_analysis":0.00010681315327687495,"case_report":0.00006103608758678569,"qualitative":0.00032043945983062486,"simulation_or_modeling":0.7002517738612954,"bench_or_experimental":0.002639810788128481,"theoretical_or_conceptual":0.0025482566567483025,"not_applicable":0.0003662165255207141}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}