{"id":"W3161618323","doi":"10.5194/egusphere-egu21-10193","title":"An 11 year record of GOSAT XCO2 measurements from NASA's ACOS version 9 retrieval algorithms: comparisons to models, TCCON, and OCO-2","year":2021,"lang":"en","type":"article","venue":"","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":"Chemistry","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":[0.0006250776,0.0004126175,0.0002026078,0.001792716,0.0005451262,0.0009561427,0.0004686521,0.0003858092,0.001930909],"category_scores_gemma":[0.001107972,0.000222353,0.0002379679,0.003149322,0.0002629599,0.0007292451,0.000577089,0.0006359163,0.0009903144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025562,"about_ca_system_score_gemma":0.001125495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09035452,"about_ca_topic_score_gemma":0.1470076,"domain_scores_codex":[0.9996799,0.00001541115,0.00001882295,0.00006632999,0.0001769326,0.00004254988],"domain_scores_gemma":[0.9993155,0.00004259035,0.0001084209,0.00009371455,0.0003845423,0.00005521807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008173965,0.0003903586,0.3712627,0.0009329363,0.0005026106,0.0008036985,0.0008347493,0.03501868,0.04773314,0.00596952,0.2443342,0.2914001],"study_design_scores_gemma":[0.00006103566,0.00007562847,0.7623692,0.0001182389,0.0001167538,0.000212773,0.0002433149,0.01960447,0.01405169,0.0005511376,0.2024975,0.00009827325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6808712,0.002772131,0.01323113,0.001630222,0.000652606,0.0002271508,0.235551,0.006366236,0.0586984],"genre_scores_gemma":[0.633366,0.001509544,0.03177954,0.0005423793,0.0003307463,0.0001070572,0.3203148,0.001287817,0.01076204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09035452,"threshold_uncertainty_score":0.1796572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601859355943457,"score_gpt":0.2320119366295075,"score_spread":0.2059933430700729,"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."}}