{"id":"W3113599286","doi":"","title":"Towards Improved Drought Understanding: Temporal Persistence of Soil Moisture Fields in Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Persistence (discontinuity); Environmental science; Water content; Moisture; Hydrology (agriculture); Soil water; Soil science; Geography; Geology; Meteorology","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":[0.0005917921,0.0002189989,0.0002563953,0.0009965783,0.001461632,0.001304946,0.0007916484,0.0003632291,0.001415935],"category_scores_gemma":[0.001291118,0.0001819822,0.0001691869,0.002798929,0.0004541511,0.0004921319,0.0004559192,0.0004371046,0.0001283984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01566595,"about_ca_system_score_gemma":0.01659988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962583,"about_ca_topic_score_gemma":0.9984107,"domain_scores_codex":[0.9997713,0.00001922625,0.00001174626,0.00005047736,0.00007022163,0.00007699139],"domain_scores_gemma":[0.9990693,0.00007896522,0.00008407647,0.00003265383,0.000587057,0.0001480215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000355138,0.0001123341,0.8996943,0.0001130797,0.0001441483,0.0002841818,0.002145353,0.009787089,0.003761439,0.001138928,0.00997496,0.07248911],"study_design_scores_gemma":[0.000009630576,0.000006548151,0.9882989,0.00002023998,0.00001751504,0.0000196066,0.001123607,0.006351639,0.000292127,0.0001327342,0.00371204,0.00001534896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887363,0.0008111839,0.001331773,0.0007463628,0.00001887083,0.00002787853,0.004636456,0.00007877444,0.003612451],"genre_scores_gemma":[0.9950656,0.0003317638,0.001230287,0.00005672318,0.000006639747,0.00000797209,0.001620998,0.00001070989,0.001669219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566595,"threshold_uncertainty_score":0.1136649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567330776387951,"score_gpt":0.2056631062116108,"score_spread":0.1899897984477313,"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."}}