{"id":"W2795054708","doi":"","title":"Biosphere-atmosphere interactions in high-latitude regions","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Atmosphere (unit); Biosphere; Astrobiology; Atmospheric sciences; Environmental science; Latitude; Meteorology; Geology; Geography; Physics; Astronomy; Geodesy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004504075,0.0001606123,0.0001752728,0.0000123455,0.00008925146,0.00003720002,0.000239477,0.0000715014,0.0004426606],"category_scores_gemma":[0.0001207527,0.0001379601,0.00004303414,0.0003791501,0.00008112265,0.0002551573,0.0002018745,0.0002996005,0.001912245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405121,"about_ca_system_score_gemma":0.00001913167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0199988,"about_ca_topic_score_gemma":0.02406727,"domain_scores_codex":[0.9986506,0.0001101345,0.0003066093,0.0003244457,0.000254688,0.0003535166],"domain_scores_gemma":[0.9992984,0.00006881945,0.0001209801,0.000278647,0.00001394908,0.000219221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004381398,0.0003227878,0.4443913,0.0000136637,0.00004354293,0.00006358142,0.003664655,0.5033788,0.002847654,0.001115478,0.04150061,0.002614153],"study_design_scores_gemma":[0.01014734,0.0007259505,0.1360865,0.001302914,0.0002348461,0.0001970593,0.01409325,0.2093104,0.002413686,0.04172326,0.5794198,0.004344979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989648,0.0002506328,0.0002111249,0.0009042085,0.0004579954,0.0001681549,0.000001727659,0.00006919596,0.09897216],"genre_scores_gemma":[0.9850056,0.00003066214,0.01068886,0.0001680936,0.00007695768,0.00001816023,0.000007808599,0.00002388087,0.003980044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5379192,"threshold_uncertainty_score":0.9988649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448142864588681,"score_gpt":0.2606318036639704,"score_spread":0.2361503750180836,"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."}}