{"id":"W4408577125","doi":"10.1002/eco.70022","title":"Evapotranspiration Dynamics During the Ecosystem Development of a Constructed Upland‐Fen Watershed","year":2025,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund; University of Waterloo; Suncor Energy Incorporated","keywords":"Evapotranspiration; Environmental science; Watershed; Hydrology (agriculture); Ecosystem; Wetland; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002029549,0.00009729274,0.0001775574,0.00005292098,0.0001755581,0.000006385742,0.0002022706,0.0001037382,0.0004587191],"category_scores_gemma":[0.000007485474,0.00006734825,0.00003206231,0.0001408198,0.0001070997,0.00003844131,0.0000941804,0.00008248748,0.00005625123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816278,"about_ca_system_score_gemma":0.00002417555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005572845,"about_ca_topic_score_gemma":0.004826844,"domain_scores_codex":[0.999129,0.00007125207,0.0003036034,0.000199453,0.00007146109,0.0002252608],"domain_scores_gemma":[0.9996746,0.00004231719,0.00008216042,0.0001682317,0.000006555837,0.00002618692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613187,0.00005698102,0.9638814,0.00007581895,0.000109738,0.00001384402,0.0009664535,0.01058865,0.02033462,0.001170793,0.00008692154,0.002553411],"study_design_scores_gemma":[0.003149297,0.0001457193,0.7914656,0.0000310851,0.00007829438,0.0001049595,0.00008186636,0.1738543,0.02217873,0.000696177,0.00785091,0.0003630191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99029,0.000006523765,0.0006099995,0.0003498163,0.0001744275,0.0001728607,0.000009590975,0.00003076258,0.008356015],"genre_scores_gemma":[0.9993663,0.000002235834,0.0002746488,0.00007026043,0.00001060156,0.00002668343,0.00004156534,0.000004338389,0.000203379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724158,"threshold_uncertainty_score":0.5022653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003486497233521761,"score_gpt":0.19149967499429,"score_spread":0.1880131777607683,"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."}}