{"id":"W2143049114","doi":"10.1002/hyp.5650","title":"Pressure variations in peat as a result of gas bubble dynamics","year":2004,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezometer; Peat; Hydraulic conductivity; Clogging; Pressure gradient; Geology; Pore water pressure; Methane; Environmental science; Soil science; Swell; Hydrology (agriculture); Aquifer; Soil water; Groundwater; Geotechnical engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001491534,0.0001357269,0.0001930276,0.000308128,0.0001637567,0.0003038925,0.0001366869,0.0001646861,0.0004548714],"category_scores_gemma":[0.0004536609,0.0001396315,0.00009426987,0.0001694957,0.0002478193,0.0002169685,0.0002436634,0.000203256,0.00008231194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232219,"about_ca_system_score_gemma":0.0001254568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861458,"about_ca_topic_score_gemma":0.001354108,"domain_scores_codex":[0.9999359,0.000007523293,0.000003428729,0.00001254155,0.00002172115,0.0000189312],"domain_scores_gemma":[0.9997569,0.00007732346,0.00005759084,0.00001421653,0.00004674169,0.00004731902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004050446,0.00004102413,0.04021676,0.000059168,0.00002449312,0.0009519295,0.0002902998,0.001794632,0.9497678,0.0001810722,0.0000720612,0.006195792],"study_design_scores_gemma":[0.00003059698,0.0003857258,0.6489241,0.00001310677,0.00005077903,0.001201671,0.0003785835,0.02572003,0.3218255,0.0005727212,0.0008487717,0.00004836718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995635,0.00003020195,0.000242384,0.000004717072,0.000001494018,0.000001063217,0.00002444203,0.00002065389,0.0001114874],"genre_scores_gemma":[0.9997758,0.00001610077,0.0001088461,0.000001266844,9.911678e-7,0.000001912028,0.00002669817,0.000003013348,0.00006539353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861458,"threshold_uncertainty_score":0.00370121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008445463892079891,"score_gpt":0.226409130344961,"score_spread":0.2179636664528811,"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."}}