{"id":"W3029948301","doi":"","title":"Continuous Analysis of Stable Carbon Isotopes in CO_{2} and CH_{4} Fluxes with an Automated Chamber Flux System at Mer Bleue Bog, Ottawa, Canada","year":2019,"lang":"en","type":"article","venue":"EGUGA","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flux (metallurgy); Carbon flux; Environmental science; Carbon fibers; Bog; Atmospheric sciences; Carbon cycle; Stable isotope ratio; Astrobiology; Chemistry; Physics; Peat; Nuclear physics; Materials science; Geography; Ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001918207,0.000140975,0.0004499572,0.00007703067,0.00004563779,0.00001305327,0.00009845533,0.0000661847,0.0007666135],"category_scores_gemma":[0.000003847471,0.0001068297,0.00002190316,0.0003939284,0.00007310922,0.00008500436,0.00008351614,0.00005884363,0.00000773365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278793,"about_ca_system_score_gemma":0.00004176829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.680145,"about_ca_topic_score_gemma":0.9417297,"domain_scores_codex":[0.998859,0.00006926167,0.0002333396,0.0003222365,0.0002157051,0.0003004781],"domain_scores_gemma":[0.9994778,0.00003906038,0.0001127196,0.0002597113,0.0000104642,0.0001002346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003168835,0.0000270512,0.9945313,0.00001809974,0.0001006408,0.000031905,0.0001902964,0.001908008,0.00240376,0.00001127662,0.0007235851,0.00002242742],"study_design_scores_gemma":[0.0006811328,0.0001705532,0.9669722,0.00001630869,0.0001156546,0.00001255702,0.0002669939,0.02918681,0.0008387404,7.140653e-7,0.001568293,0.0001700333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882219,0.00004323388,5.18317e-7,0.00004682309,0.00004713325,0.0002032352,0.00003278184,0.00003655459,0.01136783],"genre_scores_gemma":[0.9966444,0.000003066529,0.00004115429,0.0000479122,0.000006989747,0.00001347863,0.00005734335,0.00001052667,0.003175119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2615847,"threshold_uncertainty_score":0.839388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002810992171944021,"score_gpt":0.185176449049167,"score_spread":0.1823654568772229,"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."}}