{"id":"W2515081602","doi":"","title":"New Insights into Catchment Heterogeneities and Spatial Patterns I Posters","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001706225,0.0001443747,0.0001440495,0.00002817556,0.0002169694,0.0000281981,0.0001292808,0.00004500906,0.00003852354],"category_scores_gemma":[0.00001448097,0.0001212765,0.00002743653,0.00001774546,0.00008653005,0.0001027932,0.0004381268,0.00006474535,0.000244352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425894,"about_ca_system_score_gemma":0.00000139497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03921749,"about_ca_topic_score_gemma":0.01720304,"domain_scores_codex":[0.9990947,0.00007187913,0.0001523076,0.00029611,0.0001436034,0.0002414553],"domain_scores_gemma":[0.9996611,0.00003943758,0.00005905108,0.0001505375,0.000002439309,0.00008736471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001126066,0.00001246231,0.9782888,0.00001924914,0.00002935188,0.000003634121,0.003933291,0.0003727602,0.0008005537,0.00005057325,0.002583229,0.01389489],"study_design_scores_gemma":[0.001791285,0.0005787906,0.8617443,0.0001246707,0.0001327732,0.000007638857,0.0008043366,0.004562226,0.006795447,0.002462765,0.1199285,0.001067307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870914,0.00008282558,0.003810013,0.0007143405,0.0001815468,0.0001124553,3.723596e-7,0.00004310705,0.007963998],"genre_scores_gemma":[0.9977918,0.00007769014,0.0005934461,0.0009237376,0.0000926447,0.000008898972,0.000004292704,0.00001005217,0.0004974355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173452,"threshold_uncertainty_score":0.9671804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007007417200333078,"score_gpt":0.2047495374011662,"score_spread":0.1977421202008331,"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."}}