{"id":"W4226073192","doi":"10.1016/j.ejrh.2022.101078","title":"A temporal snapshot of ecosystem functionality during the initial stages of reclamation of an upland-fen complex","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science; Ecosystem; Eddy covariance; Peat; Watershed; Carbon sink; Land reclamation; Hydrology (agriculture); Wetland; Ecology; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146694,0.0001522059,0.00009378193,0.0007212689,0.0004677191,0.0003585076,0.000259116,0.00015926,0.001188908],"category_scores_gemma":[0.0001816426,0.00006189106,0.00009660104,0.0009210703,0.0002072328,0.0001499496,0.0002810187,0.0001499362,0.0001229392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812791,"about_ca_system_score_gemma":0.001083864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5421866,"about_ca_topic_score_gemma":0.837791,"domain_scores_codex":[0.9999363,0.000004351929,0.000002302103,0.00001327241,0.00002278433,0.00002094861],"domain_scores_gemma":[0.999841,0.000008018297,0.00002605876,0.000006351596,0.00007411862,0.0000443568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475461,0.0001190586,0.9361946,0.00009867421,0.00007542517,0.0005235495,0.001711846,0.003452955,0.01821148,0.0006214865,0.003951818,0.03479142],"study_design_scores_gemma":[0.000001046421,0.000009873506,0.9973308,0.000007224363,0.000005043173,0.00002475963,0.0005396307,0.0008824537,0.0002654085,0.00002261683,0.0009073393,0.000003738119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958621,0.0000706085,0.0001803268,0.00002377356,0.000002306714,0.000008477,0.002374216,0.00002083625,0.001457329],"genre_scores_gemma":[0.9968215,0.0000574476,0.0003799071,0.000007673711,0.000001271511,0.000009967714,0.00173153,0.000002723527,0.0009879671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421866,"threshold_uncertainty_score":0.9210191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165044974575851,"score_gpt":0.3008973722035702,"score_spread":0.2392469224578117,"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."}}