{"id":"W2172087558","doi":"","title":"Recent Advances in Drought Monitoring","year":2004,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; National Defense Medical College; U.S. Geological Survey; U.S. Department of Agriculture","keywords":"Center (category theory); Information center; Library science; Political science; Computer science; Sociology","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":[0.0001085618,0.00006790635,0.0001362775,0.00006233537,0.000100936,0.000002486656,0.0002198325,0.00007368767,0.001079109],"category_scores_gemma":[0.00001036908,0.00008329965,0.00005144909,0.0005019574,0.0001572636,0.0004091587,0.0001241984,0.0001032212,0.00026892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552707,"about_ca_system_score_gemma":0.00001263155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004940372,"about_ca_topic_score_gemma":0.003036573,"domain_scores_codex":[0.9993795,0.00002659031,0.00007856178,0.0002042088,0.0001497117,0.0001613898],"domain_scores_gemma":[0.9997228,0.0000201851,0.00005928891,0.000137958,0.000005278618,0.00005453156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001090224,0.0003460339,0.747224,0.00001162826,0.00002634628,0.0001758461,0.002760352,0.09779491,0.00160207,0.0003875755,0.0001148186,0.1494475],"study_design_scores_gemma":[0.002848396,0.0001966,0.7228905,0.00006611229,0.00007033982,0.000008124761,0.002923765,0.001008367,0.00190718,0.01135798,0.2562456,0.0004770918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770954,0.0007667766,0.0007254524,0.001069852,0.00007880513,0.00006430525,0.000001570588,0.00002065497,0.02017716],"genre_scores_gemma":[0.9939213,0.002484899,0.002901928,0.00003072129,0.00002020575,1.78927e-7,0.000001919592,0.000003332304,0.0006355421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561308,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007406033627832789,"score_gpt":0.2080764854805142,"score_spread":0.2006704518526815,"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."}}