{"id":"W2003849150","doi":"10.1002/hyp.1369","title":"Connectivity and storage functions of channel fens and flat bogs in northern basins","year":2003,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Hydrology (agriculture); Surface runoff; Structural basin; Drainage basin; Hydrograph; Channel (broadcasting); Geology; Wetland; Environmental science; Geomorphology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496078,0.00009238717,0.0001656033,0.00004594584,0.00008404459,0.00001740614,0.0000377487,0.00007410921,0.0006077947],"category_scores_gemma":[0.0002123845,0.00006694336,0.00001235254,0.0001842848,0.0001471297,0.0001145392,0.0000080031,0.00009273958,0.00001101385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001498539,"about_ca_system_score_gemma":0.00001931135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005593366,"about_ca_topic_score_gemma":0.09783752,"domain_scores_codex":[0.9993953,0.00004233589,0.0001133371,0.0002036896,0.00007327842,0.000172117],"domain_scores_gemma":[0.9995438,0.0002610014,0.00003981258,0.00005749007,0.00002773435,0.00007015459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003038357,0.00002622263,0.998767,0.00008156319,0.000003167461,0.00001027881,0.000325086,0.0002449056,0.00009761746,0.00001123524,0.00001870254,0.0003837906],"study_design_scores_gemma":[0.0003600721,0.0003428158,0.9933451,0.00001907932,0.00001077759,0.00004637875,0.0003821726,0.001440063,0.0001444612,0.001917602,0.001837347,0.0001540819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945074,0.002094142,0.00002209738,0.000176984,0.00004259835,0.00009109487,0.0002883818,0.00001442588,0.002762893],"genre_scores_gemma":[0.9992719,0.0004648287,0.000008996739,0.0001413765,0.00001828493,0.000001663859,0.00006007134,0.000001723956,0.0000312028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09727819,"threshold_uncertainty_score":0.9186246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982367410486506,"score_gpt":0.2262786427790482,"score_spread":0.1864549686741831,"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."}}