{"id":"W7135466674","doi":"","title":"Reconciling apparent inconsistencies in estimates of terrestrial CO2 sources and sinks","year":2003,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extratropical cyclone; Carbon sink; Carbon cycle; Tropics; Carbon flux; Sink (geography); Terrestrial ecosystem; Inversion (geology); Primary production","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":[0.0009560171,0.0001186712,0.00019817,0.0000253917,0.0001242406,0.00002441861,0.0001759212,0.00007719299,0.0002546048],"category_scores_gemma":[0.0003780383,0.0001102773,0.0000311414,0.0002661494,0.001042868,0.0001434681,0.0002289816,0.0002683884,0.00003448163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402374,"about_ca_system_score_gemma":0.00002428551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242891,"about_ca_topic_score_gemma":0.0002373009,"domain_scores_codex":[0.9983615,0.0001615233,0.0002795988,0.0003159395,0.0005067125,0.0003747167],"domain_scores_gemma":[0.9993873,0.0002417211,0.00005527074,0.0001992019,0.000004782397,0.0001116716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000894948,0.0001840654,0.9652401,0.00002506582,0.000009789643,0.00003077567,0.003417119,0.00977458,0.003717826,0.00009843701,0.0002718949,0.01714083],"study_design_scores_gemma":[0.006262172,0.001819457,0.7556722,0.0004873128,0.00004575079,0.0001596883,0.08426022,0.06545547,0.02121989,0.02303159,0.03971741,0.001868851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995385,0.000367105,0.0003540965,0.00006134628,0.00004640266,0.0002093257,0.000001177874,0.0000106617,0.003564893],"genre_scores_gemma":[0.9916737,0.0001930808,0.007851236,0.00001227666,0.00001075129,0.00002749175,0.0000019053,0.00001416529,0.0002153776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095679,"threshold_uncertainty_score":0.4496979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08276130193018315,"score_gpt":0.3122658754161333,"score_spread":0.2295045734859502,"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."}}