{"id":"W4256620584","doi":"10.5194/acpd-14-31767-2014","title":"Spatial and temporal variation of CO over Alberta using measurements from satellite, aircrafts, and ground stations","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Troposphere; Ozone Monitoring Instrument; Trace gas; Satellite; Spatial variability; Atmospheric sciences; Moderate-resolution imaging spectroradiometer; Atmosphere (unit); Seasonality; Meteorology; Climatology; Geography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001718728,0.000242032,0.0001245818,0.001157505,0.0005747492,0.0006545463,0.0003797473,0.0001782553,0.0005660307],"category_scores_gemma":[0.0003025848,0.0001258782,0.0001495961,0.002287983,0.0002337742,0.0001513183,0.0002930513,0.0001573888,0.0001221091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005117374,"about_ca_system_score_gemma":0.003471187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619631,"about_ca_topic_score_gemma":0.9820402,"domain_scores_codex":[0.9998344,0.000007343836,0.000004458979,0.00003452805,0.00008309749,0.00003614504],"domain_scores_gemma":[0.9996732,0.00002379056,0.00005072729,0.00001180615,0.0001936123,0.00004674367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001926649,0.00005550139,0.9689323,0.00003699493,0.00006822525,0.0002170981,0.0003987904,0.004446396,0.006613961,0.0001541073,0.001309721,0.01757415],"study_design_scores_gemma":[0.000004711262,0.00000966372,0.9941006,0.00000873295,0.00001586971,0.00002902634,0.0003260043,0.003645842,0.0005436315,0.00001587008,0.001292782,0.000007215923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936432,0.000278143,0.0003434579,0.0000428827,0.000006988288,0.0000130626,0.002927845,0.00003495924,0.002709473],"genre_scores_gemma":[0.9939665,0.0002218263,0.0008407031,0.00001637526,0.000005210628,0.000007382751,0.003372256,0.000006067062,0.001563717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03803688,"threshold_uncertainty_score":0.07652169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107278745325021,"score_gpt":0.2372177087137891,"score_spread":0.2161449212605389,"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."}}