{"id":"W2472465774","doi":"10.1007/s10021-016-0003-1","title":"Microbial and Environmental Controls of Methane Fluxes Along a Soil Moisture Gradient in a Pacific Coastal Temperate Rainforest","year":2016,"lang":"en","type":"article","venue":"Ecosystems","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Ny Carlsbergfondet","keywords":"Rainforest; Temperate rainforest; Environmental science; Temperate climate; Temperate forest; Methane; Ecology; Environmental gradient; Moisture; Atmospheric sciences; Ecosystem; Geography; Geology; Biology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004792294,0.0002030745,0.0003601946,0.00006198362,0.00004414876,0.00001754862,0.0001361965,0.0001160041,0.0004662163],"category_scores_gemma":[0.00001682551,0.0001291361,0.00006457568,0.0001047383,0.0002034949,0.0001461788,0.0001255575,0.0001067846,0.0001153088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027731,"about_ca_system_score_gemma":0.000009001866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547087,"about_ca_topic_score_gemma":0.003991168,"domain_scores_codex":[0.9985068,0.0001422803,0.000470187,0.0003382163,0.0002018958,0.0003405679],"domain_scores_gemma":[0.9993913,0.00008649863,0.0001744138,0.0002114192,0.000002464541,0.0001339655],"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":[0.00008648581,0.00009858519,0.2684856,0.00002841828,0.00003866488,0.00002038011,0.001082932,0.0002388396,0.7287519,0.00003680442,0.0002569429,0.0008744354],"study_design_scores_gemma":[0.04552964,0.003087963,0.5558553,0.002052979,0.000299196,0.0008262099,0.00895235,0.0117493,0.2909385,0.001344851,0.07501361,0.004350071],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974694,0.0002753116,0.00002179806,0.000110451,0.0001964615,0.0004248716,0.0001627451,0.00001340646,0.001325576],"genre_scores_gemma":[0.9985471,0.0001191866,0.00003653703,0.00001746644,0.00004041193,0.00002868042,0.00002045193,0.00001809561,0.001172106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4378134,"threshold_uncertainty_score":0.5266016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004635551721277114,"score_gpt":0.1762051281088383,"score_spread":0.1715695763875612,"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."}}