{"id":"W4223503637","doi":"10.1002/essoar.10511063.1","title":"Under what conditions do the global warming responses of drought indices and land-surface models agree?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Center for Atmospheric Research","keywords":"Global warming; Environmental science; Meteorology; Geography; Climate change; Geology; Oceanography","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":[0.009327237,0.0005635354,0.0008304263,0.001452118,0.0004990748,0.002484636,0.0008439891,0.001730641,0.002202965],"category_scores_gemma":[0.02768212,0.0005051767,0.0009203153,0.001440654,0.0009622524,0.005722791,0.001721603,0.0008925761,0.001068986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007393048,"about_ca_system_score_gemma":0.0006259728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006207764,"about_ca_topic_score_gemma":0.004533977,"domain_scores_codex":[0.9962923,0.001132376,0.000190843,0.001486719,0.0004581327,0.0004396966],"domain_scores_gemma":[0.9842101,0.006553767,0.003046445,0.002721409,0.002685261,0.0007830005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006931179,0.0002173277,0.8772751,0.000551247,0.002141002,0.0002134192,0.00188517,0.02201032,0.0128758,0.005322452,0.006367046,0.07044806],"study_design_scores_gemma":[0.00006448228,0.0002319841,0.9492912,0.0001391192,0.0003359891,0.00009261756,0.003294296,0.02369716,0.004629902,0.01008783,0.008011549,0.0001237832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516147,0.0032698,0.01038802,0.008364016,0.000444236,0.0001242084,0.004557107,0.0003930135,0.02084498],"genre_scores_gemma":[0.9951388,0.000500495,0.001131753,0.00115846,0.0001139959,0.00002744896,0.001416771,0.00009375774,0.000418578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009327237,"threshold_uncertainty_score":0.04932773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245449039719258,"score_gpt":0.2817846716042715,"score_spread":0.2593301812070788,"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."}}