{"id":"W2995950730","doi":"","title":"A concept of ephemeral wetlands as water-transmitting landscape units in Canada's Western Boreal Plain","year":2017,"lang":"en","type":"article","venue":"EGUGA","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ephemeral key; Wetland; Boreal; Hydrology (agriculture); Environmental science; Marsh; Geography; Physical geography; Geology; Ecology; Archaeology; Biology","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":[0.0001641886,0.0001254734,0.0002330007,0.0000225289,0.0001497342,0.00002305416,0.0003930049,0.00006044176,0.0008936923],"category_scores_gemma":[0.00002909714,0.00009362678,0.00002408134,0.000045581,0.000109771,0.0001145768,0.000152913,0.0001267444,0.00002665393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100819,"about_ca_system_score_gemma":0.00009133422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8508387,"about_ca_topic_score_gemma":0.9744633,"domain_scores_codex":[0.9989242,0.00003908658,0.0002355606,0.0002222877,0.0001881327,0.0003907368],"domain_scores_gemma":[0.9994677,0.00003612564,0.00009427092,0.0002960609,0.000007149878,0.00009871557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002454547,0.00001922059,0.9953498,0.000004602023,0.000006577107,0.00007423932,0.0005801756,0.0001066506,0.000430297,0.00001090423,0.001022816,0.002370132],"study_design_scores_gemma":[0.001137712,0.00009076588,0.9886512,0.00001782265,0.00000624005,0.00001301518,0.0001234559,0.0001798186,0.003468878,0.00007317554,0.006084325,0.0001535982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972286,0.000009525824,0.000004855131,0.0006314731,0.0001200823,0.00008822355,0.00002221964,0.000007409125,0.02683014],"genre_scores_gemma":[0.9990588,0.000007397067,0.00002359861,0.000156731,0.0000493464,0.000007285567,0.00004598188,0.000009636932,0.0006412104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236246,"threshold_uncertainty_score":0.9785304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00889545102086122,"score_gpt":0.2181063458443457,"score_spread":0.2092108948234845,"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."}}