{"id":"W6936146666","doi":"10.57757/iugg23-3342","title":"Carbon monoxide and trends and Events from two decades of the MOPITT instrument","year":2023,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Troposphere; Satellite; Air pollution; Atmosphere (unit); Trend analysis; Pollution","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000590031,0.0002535516,0.0002036078,0.002356141,0.0003657727,0.0009781081,0.0003717467,0.0005948225,0.001011717],"category_scores_gemma":[0.001451732,0.0001497393,0.0002697244,0.003450536,0.0001370186,0.0008169996,0.0007451419,0.0006599347,0.0007038882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039483,"about_ca_system_score_gemma":0.0005373509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05240703,"about_ca_topic_score_gemma":0.06810196,"domain_scores_codex":[0.9996819,0.00002025083,0.00004205709,0.00008306152,0.0001229171,0.00004986746],"domain_scores_gemma":[0.9984073,0.0001027829,0.0005771571,0.00007757486,0.0006872512,0.0001480533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003759467,0.00008243702,0.9337279,0.0002293064,0.0002257877,0.0004157407,0.001246895,0.0007345521,0.001519504,0.0006222861,0.02284013,0.03797948],"study_design_scores_gemma":[0.000002420011,0.00003149361,0.9755156,0.00005876373,0.00002333778,0.0001071537,0.0002650517,0.0002161685,0.0003889053,0.0000393734,0.02334254,0.000009173033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975257,0.005152242,0.000695696,0.001329649,0.0002599747,0.00005931432,0.08025382,0.0001734159,0.01455025],"genre_scores_gemma":[0.8851238,0.003203511,0.001556829,0.0004752457,0.0003919187,0.0001068593,0.1025196,0.00008695838,0.006535159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05240703,"threshold_uncertainty_score":0.1042039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853855121452475,"score_gpt":0.3095320399714129,"score_spread":0.2809934887568881,"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."}}