{"id":"W4412232215","doi":"","title":"A global webservice to generate SWAT+ hourly and daily input climate files from ERA5 reanalysis data","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communitech","funders":"","keywords":"Environmental science; Climatology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001638145,0.002382443,0.0008284678,0.002433125,0.0006135739,0.001781189,0.00297735,0.001558475,0.07213371],"category_scores_gemma":[0.003811379,0.001042328,0.001550723,0.002052029,0.0004650882,0.002746083,0.003110988,0.002098272,0.06031084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377319,"about_ca_system_score_gemma":0.000775282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488161,"about_ca_topic_score_gemma":0.00426971,"domain_scores_codex":[0.9994326,0.00008532959,0.00007007029,0.0001066202,0.0002276541,0.00007769074],"domain_scores_gemma":[0.9978885,0.000734993,0.0001033074,0.0005319896,0.0004649704,0.0002762151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005148391,0.0003551408,0.004517952,0.0008817593,0.0002033923,0.001236352,0.0004658031,0.008155749,0.01314807,0.005728726,0.8272362,0.137556],"study_design_scores_gemma":[0.00082667,0.0001733376,0.01465976,0.000385713,0.00008512563,0.001381646,0.0002789411,0.110687,0.04270577,0.01706094,0.8112744,0.0004808239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005772113,0.000168209,0.194538,0.0004936029,0.0003306686,0.0005790409,0.07447354,0.7038856,0.01975939],"genre_scores_gemma":[0.06880061,0.0007145115,0.2092344,0.002870112,0.0004186463,0.003322375,0.3677542,0.2824514,0.06443387],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07213371,"threshold_uncertainty_score":0.2413113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660989548436179,"score_gpt":0.2796343060817477,"score_spread":0.2330244105973859,"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."}}