{"id":"W4224277955","doi":"10.1002/hyp.14575","title":"Beyond fill and spill: Hydrological connectivity in a sub‐arctic bog‐fen‐tributary complex in the Hudson Bay Lowlands, Canada","year":2022,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Global Water Futures; Garfield Weston Foundation","keywords":"Snowmelt; Bog; Tributary; Hydrology (agriculture); Peat; Environmental science; Evapotranspiration; Surface runoff; Meltwater; Water table; Permafrost; Snow; Groundwater; Geology; Oceanography; Ecology; Geography; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002561297,0.000166856,0.0002493561,0.001434044,0.001869868,0.001269095,0.0007544467,0.000227852,0.001231848],"category_scores_gemma":[0.0009018682,0.0001921324,0.0001852346,0.002209673,0.001025593,0.0004203421,0.001104631,0.0002898893,0.00008035483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353046,"about_ca_system_score_gemma":0.01208305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833958,"about_ca_topic_score_gemma":0.9954307,"domain_scores_codex":[0.999743,0.00002079195,0.00001157167,0.00004873919,0.00004273472,0.0001330749],"domain_scores_gemma":[0.9993014,0.00004874945,0.0001118426,0.00002325825,0.0002599615,0.0002547285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004547529,0.00002380163,0.9901489,0.00001607286,0.00002211323,0.0002711713,0.003131705,0.0002292289,0.0005765869,0.0001568203,0.0006035394,0.004774695],"study_design_scores_gemma":[0.000002188396,0.000006513858,0.9932568,0.00001023174,0.000005278605,0.00003411634,0.005548385,0.0003595608,0.00004649683,0.00002739721,0.0006989249,0.000004018479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986743,0.00005292761,0.0000419618,0.00006975407,0.000001987307,0.00001149246,0.0006118536,0.000003764391,0.0005319741],"genre_scores_gemma":[0.9989814,0.00005242823,0.0001022619,0.00002078115,0.000001183541,0.00000882107,0.000371066,0.000001874421,0.0004600904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660419,"threshold_uncertainty_score":0.09817076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365622845138399,"score_gpt":0.2115046989735199,"score_spread":0.1978484705221359,"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."}}