{"id":"W3040308604","doi":"","title":"Hydrological Modelling of a Canadian Prairie Wetland Basin","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Hydrology (agriculture); Environmental science; Structural basin; Geography; Physical geography; Geology; Ecology; Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.000118156,0.00006813246,0.0001199938,0.00006203742,0.00005605427,0.000005456571,0.00012229,0.00007830346,0.000807758],"category_scores_gemma":[0.00001086946,0.00005408489,0.00003281151,0.0001740824,0.00005925786,0.00004802621,0.00001861225,0.00007107337,0.0001039507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003999795,"about_ca_system_score_gemma":0.00001400239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07443047,"about_ca_topic_score_gemma":0.1334297,"domain_scores_codex":[0.999372,0.00002028961,0.000116831,0.0001563114,0.00008273054,0.0002518075],"domain_scores_gemma":[0.99968,0.00001983159,0.00003088839,0.0001210996,0.000002766327,0.0001453891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004834113,0.0001482185,0.9129575,0.000002997632,0.00001369261,0.0001286138,0.0003965758,0.03834386,0.002570177,0.001569693,0.03544917,0.008371129],"study_design_scores_gemma":[0.0005853997,0.0005181054,0.8539719,0.000006855485,0.00001546063,0.00003629009,0.00001416211,0.03104288,0.0005941028,0.009177821,0.1037911,0.0002459404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088866,0.00001852297,0.0004039633,0.002641467,0.00002850748,0.00006203953,0.000003926851,0.00001237034,0.08794262],"genre_scores_gemma":[0.9981216,0.00001570016,0.0006447486,0.0008414547,0.00002348803,0.000001759279,0.000006912122,0.000002632861,0.0003416934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08923502,"threshold_uncertainty_score":0.931733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210491915169331,"score_gpt":0.209708460102549,"score_spread":0.1886592685856159,"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."}}