{"id":"W2988130669","doi":"10.2134/jeq2001.3031100x","title":"Upscaling and Downscaling Methods for Environmental Research","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Downscaling; Computer science; World Wide Web; Ecology; Climate change; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003932317,0.001800325,0.001464783,0.002601722,0.0009260376,0.005784205,0.002524646,0.001890054,0.01680224],"category_scores_gemma":[0.01372058,0.001442632,0.002598873,0.004033522,0.001759713,0.004060685,0.002734695,0.004280899,0.01066016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155677,"about_ca_system_score_gemma":0.001810339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323388,"about_ca_topic_score_gemma":0.005065162,"domain_scores_codex":[0.9952122,0.001158892,0.0003356385,0.0006607799,0.002525187,0.0001072459],"domain_scores_gemma":[0.9950558,0.002513378,0.0003063348,0.0009613633,0.001069691,0.00009351355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004636109,0.00005800169,0.001034577,0.001585084,0.0001860289,0.0001283162,0.0004894287,0.0496075,0.005039171,0.1147354,0.07643085,0.7506593],"study_design_scores_gemma":[0.00002823969,0.00009333175,0.002124227,0.0009487481,0.0001076545,0.0004610663,0.000434486,0.1957181,0.007064952,0.2239481,0.5689147,0.0001564407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009879726,0.0112422,0.9627776,0.001143148,0.001301214,0.0001605317,0.0005587366,0.005199088,0.01662945],"genre_scores_gemma":[0.01397436,0.01062802,0.950988,0.0004627711,0.0005226744,0.0003699947,0.00127574,0.002519562,0.01925893],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01680224,"threshold_uncertainty_score":0.05620915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168980728522335,"score_gpt":0.4512062384913892,"score_spread":0.3343081656391557,"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."}}