{"id":"W4304689116","doi":"10.5194/bg-19-4779-2022","title":"Multi-year observations reveal a larger than expected autumn respiration signal across northeast Eurasia","year":2022,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ames Research Center; Jet Propulsion Laboratory; Nuclear Safety and Security Commission; European Commission; California Institute of Technology; National Aeronautics and Space Administration; European Centre for Medium-Range Weather Forecasts; Grand Équipement National De Calcul Intensif; Universities Space Research Association; National Science Foundation","keywords":"Seasonality; Environmental science; Latitude; Boreal; Atmospheric sciences; Ecosystem; Climatology; Biome; Range (aeronautics); Ecology; Geography; Biology; Geology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006336649,0.0001403176,0.0001347194,0.00009461812,0.001782985,0.00018523,0.0004427903,0.00003844846,0.007004992],"category_scores_gemma":[0.00003755649,0.0001179647,0.00007405009,0.001038446,0.0001734999,0.0004018316,0.00006051354,0.0001448819,0.0001521477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001114126,"about_ca_system_score_gemma":0.00009003156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01577154,"about_ca_topic_score_gemma":0.0546109,"domain_scores_codex":[0.9981595,0.0001531297,0.0002484943,0.0004154996,0.0005542621,0.000469147],"domain_scores_gemma":[0.9994233,0.00007951721,0.0001186661,0.0001925751,0.00005543561,0.0001305408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002278458,0.00003812197,0.9932556,0.000003420874,0.0000030581,0.000008980533,0.002001718,0.00009922457,0.002810007,0.00001243166,0.000869103,0.0008755623],"study_design_scores_gemma":[0.0002195979,0.0001656137,0.9730252,0.000004537071,0.00000454,0.00001274894,0.004292215,0.006426643,0.000064546,0.00002969515,0.01557097,0.0001836976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905785,0.0002276975,0.00003068178,0.0007401004,0.0006280869,0.000201167,0.007178697,0.00007375204,0.0003413708],"genre_scores_gemma":[0.9959941,0.00001517465,0.0004653894,0.0004831279,0.0001839063,0.00001409085,0.00210028,0.000004090181,0.0007398354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03883937,"threshold_uncertainty_score":0.9995165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749359716319822,"score_gpt":0.2818008248202099,"score_spread":0.1843072276570117,"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."}}