{"id":"W7162077286","doi":"10.82308/54766","title":"The relationship among micro-topographical variation, water table depth and biogeochemistry in an ombrotrophic bog","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ombrotrophic; Butte; Bog; Water table; Transect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000891461,0.00009882104,0.0001189859,0.0003179929,0.0002351475,0.0003782436,0.0001359667,0.0001766693,0.0004008345],"category_scores_gemma":[0.0001442592,0.0001388689,0.0001060936,0.0002338462,0.0002078447,0.0001489447,0.0002304234,0.00009639731,0.00009798039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005220797,"about_ca_system_score_gemma":0.0002005755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0652624,"about_ca_topic_score_gemma":0.1309107,"domain_scores_codex":[0.9999527,0.000007427795,0.000002517198,0.00001271966,0.000005856039,0.00001884116],"domain_scores_gemma":[0.999907,0.0000170358,0.00002676991,0.000005550751,0.00001368867,0.00002989648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001981183,0.00003896757,0.957552,0.00001816103,0.00003724593,0.00009308247,0.0007984953,0.0002132911,0.03826269,0.00003300757,0.00004613615,0.002708951],"study_design_scores_gemma":[4.198344e-7,0.000009860493,0.9996448,4.584604e-7,0.000001612951,0.00001243227,0.00008664479,0.00008403093,0.0001190774,0.000004498793,0.00003552231,7.205279e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999843,0.00002075291,0.00001865356,0.000002276377,1.586221e-7,6.63677e-7,0.0000416475,0.000001063049,0.00007171681],"genre_scores_gemma":[0.9995934,0.00002241023,0.00009604096,0.000003928265,4.34574e-7,0.000002357023,0.00009697217,0.000001027974,0.0001833379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0652624,"threshold_uncertainty_score":0.1297651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008086041504864567,"score_gpt":0.2238709403725699,"score_spread":0.2157848988677053,"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."}}