{"id":"W4406879629","doi":"","title":"Global atmospheric CO<sub>2</sub> inverse models converging on neutral tropical land exchange, but disagreeing on fossil fuel and atmospheric growth rate","year":2019,"lang":"","type":"article","venue":"MPG.PuRe (Max Planck Society)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Fossil fuel; Atmospheric sciences; Climatology; Ecology; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004587959,0.0009507404,0.0003759129,0.0002656765,0.0002651916,0.0006226244,0.0008767365,0.0004864174,0.0007060216],"category_scores_gemma":[0.001073431,0.0002943172,0.0006165345,0.0004449399,0.0002935183,0.0005909182,0.0003178222,0.0005243484,0.0001862788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007364514,"about_ca_system_score_gemma":0.0007493539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06137232,"about_ca_topic_score_gemma":0.055367,"domain_scores_codex":[0.9998819,0.00003075055,0.000007450546,0.00004249614,0.00001925032,0.00001804345],"domain_scores_gemma":[0.9996693,0.0001050303,0.00006355332,0.00004901166,0.00008604186,0.0000271434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006323594,0.00003585159,0.0202592,0.00002928894,0.0001245291,0.00004639324,0.00004472406,0.9716604,0.002138658,0.001644116,0.0005120394,0.00344161],"study_design_scores_gemma":[0.00004365787,0.00002623406,0.007890378,0.000006085543,0.00004773958,0.00002179489,0.00002893209,0.9888837,0.0007705231,0.001497298,0.0007705032,0.00001317004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776148,0.0002269764,0.01145563,0.0003602886,0.00003810981,0.0000241173,0.001537814,0.0002325811,0.008509737],"genre_scores_gemma":[0.9920683,0.0001417213,0.005579093,0.00008693468,0.0000194762,0.00002796883,0.001059346,0.00006277827,0.000954391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06137232,"threshold_uncertainty_score":0.1220302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006925987900658162,"score_gpt":0.1887733581926918,"score_spread":0.1818473702920337,"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."}}