{"id":"W7099384724","doi":"","title":"Observational Evidence of an Intensifying Hydrological Cycle","year":2009,"lang":"en","type":"article","venue":"","topic":"Environmental and sustainability education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Water cycle; Standard deviation; Annual cycle; Climatic variability; Period (music); Hydrology (agriculture); Observational study","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001958676,0.00005184794,0.00006276039,0.000008189337,0.00004402317,0.000005508996,0.0001197774,0.00003025608,0.002418164],"category_scores_gemma":[0.00009578563,0.00004132529,0.00002421338,0.00008268085,0.0001167379,0.0003966242,0.00004186768,0.0000456626,0.00006181413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009285877,"about_ca_system_score_gemma":0.000004355419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127085,"about_ca_topic_score_gemma":0.00001177692,"domain_scores_codex":[0.9993823,0.00003170428,0.000135638,0.0001695234,0.000173574,0.0001073017],"domain_scores_gemma":[0.999722,0.00004015315,0.00003132398,0.0001483409,0.00000433017,0.00005383476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008118488,0.00093203,0.7822158,0.000009686898,0.000002758443,0.000003417037,0.001025229,0.01003194,0.1167725,0.002221192,0.0004209756,0.08628328],"study_design_scores_gemma":[0.00004211241,0.0002305972,0.9779619,0.000004094865,0.000002131377,0.000002678528,0.0002442837,0.005503377,0.002656753,0.01317945,0.0001139611,0.00005864656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938627,0.00001078909,0.0002441521,0.002229176,0.0000178581,0.00008033768,1.757092e-7,0.000017355,0.003537478],"genre_scores_gemma":[0.9940848,0.000003761324,0.004457084,0.001162649,0.00001183501,0.000002514638,0.000002535534,0.000001483524,0.0002733221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1957461,"threshold_uncertainty_score":0.9984937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884891417592844,"score_gpt":0.3009680247962785,"score_spread":0.2521191106203501,"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."}}