{"id":"W2149963939","doi":"10.5194/amt-3-1457-2010","title":"Validation of five years (2003–2007) of SCIAMACHY CO total column measurements using ground-based spectrometer observations","year":2010,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"SCIAMACHY; Northern Hemisphere; Latitude; Environmental science; Southern Hemisphere; Spectrometer; Atmospheric sciences; Remote sensing; Meteorology; Climatology; Geology; Troposphere; Geodesy; Geography; Physics","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":[0.002465676,0.0005440919,0.000380238,0.0006086461,0.0005444706,0.0006334399,0.0007284807,0.0007375284,0.0003803583],"category_scores_gemma":[0.002808036,0.000225012,0.0006713239,0.0005374567,0.0003168454,0.0005921817,0.0005433539,0.000412533,0.0003222601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006319953,"about_ca_system_score_gemma":0.000592335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575335,"about_ca_topic_score_gemma":0.02468559,"domain_scores_codex":[0.9990397,0.0002111373,0.00008537417,0.0003079396,0.0002594301,0.0000964404],"domain_scores_gemma":[0.9977138,0.0004198204,0.0004592766,0.000469184,0.0008353316,0.0001026133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001246187,0.0004522752,0.8648256,0.0001814655,0.001038009,0.0003040076,0.0003911258,0.0491263,0.04684754,0.0002126721,0.002183587,0.0331913],"study_design_scores_gemma":[0.00007457454,0.0002725608,0.9053096,0.00003715482,0.0001414666,0.0001070517,0.0001450233,0.06279045,0.02893436,0.00006649588,0.002086295,0.00003487467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924592,0.000143032,0.003941789,0.00003007398,0.00003074723,0.00003519397,0.002365563,0.0001884767,0.0008058542],"genre_scores_gemma":[0.9873001,0.00003504021,0.003453417,0.00004026908,0.000009815575,0.00004254707,0.008846003,0.00003755148,0.0002354281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575335,"threshold_uncertainty_score":0.03132331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356922838786875,"score_gpt":0.2456014767723596,"score_spread":0.2099091928936721,"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."}}