{"id":"W1979433859","doi":"10.1002/hyp.7158","title":"Transfer of carbon dioxide and methane through the soil‐water‐atmosphere system at Mer Bleue peatland, Canada","year":2008,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Environment Research Council","keywords":"Peat; Carbon dioxide; Atmosphere (unit); Environmental science; Environmental chemistry; Methane; Greenhouse gas; Hydrology (agriculture); Atmospheric sciences; Chemistry; Geology; Ecology; Oceanography; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001221039,0.0001762502,0.0003177689,0.000002711069,0.0002110353,0.000004120093,0.000225675,0.0001124694,0.0003953686],"category_scores_gemma":[0.00002447358,0.00008330719,0.00003249964,0.0001136598,0.0004587212,0.00007240831,0.0001365953,0.0001217412,0.000007062142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008366056,"about_ca_system_score_gemma":0.00003942384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1807143,"about_ca_topic_score_gemma":0.3300343,"domain_scores_codex":[0.9987375,0.00008141506,0.000244748,0.0003265307,0.000252798,0.0003570028],"domain_scores_gemma":[0.9995585,0.0001448154,0.0000383584,0.0001659156,0.00001245052,0.00007992492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005923685,0.0002185199,0.9440259,0.0005413569,0.0001581631,0.0006328028,0.002916386,0.01409487,0.03427109,0.0001449853,0.002193136,0.0002104216],"study_design_scores_gemma":[0.007501413,0.003109744,0.3071918,0.0001548814,0.0006389851,0.004642542,0.001845486,0.005633723,0.5444502,0.001970008,0.1201578,0.002703456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881252,0.0005245345,0.00002578387,0.000841313,0.00004032005,0.0001577516,0.000008519759,0.00002696143,0.01024963],"genre_scores_gemma":[0.9988506,0.0002455312,0.00001991121,0.0003805159,0.00003062248,0.00003275509,0.000009886848,0.000008767559,0.0004214479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6368341,"threshold_uncertainty_score":0.8247414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125913038266927,"score_gpt":0.1864652777077945,"score_spread":0.1752061473251252,"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."}}