{"id":"W4388794333","doi":"10.1021/acs.est.3c04881","title":"Inverse Modeling Revealed Reversed Trends in HCFC-141b Emissions for China during 2018–2020","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Environmental science; China; Ozone; Atmospheric sciences; Greenhouse gas; Climatology; Meteorology; Geography","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":[0.0006886717,0.000593006,0.0002874208,0.0006742827,0.0003179883,0.0005189276,0.0004091284,0.0003509588,0.0008652544],"category_scores_gemma":[0.0004910998,0.0002312755,0.0008725005,0.0008016228,0.0002504161,0.0005046365,0.0003424637,0.0003248271,0.0001860378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045939,"about_ca_system_score_gemma":0.001542812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1625124,"about_ca_topic_score_gemma":0.1234948,"domain_scores_codex":[0.9998271,0.00002030729,0.000009215735,0.00006343418,0.00004198161,0.00003804641],"domain_scores_gemma":[0.9998604,0.00002318354,0.000018862,0.00001427342,0.00007393954,0.000009378669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002612182,0.0001218505,0.5472007,0.0001980158,0.0002901291,0.0006270854,0.0006061157,0.3518361,0.01965819,0.003082144,0.004088112,0.07203031],"study_design_scores_gemma":[0.00001984129,0.00004411261,0.2843172,0.00002022969,0.0001259814,0.00006127689,0.0002488665,0.7041664,0.005299678,0.0009950197,0.004649973,0.00005136176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907299,0.0001081552,0.006050108,0.0001455272,0.0000161411,0.00001061967,0.001161977,0.0001506251,0.001627012],"genre_scores_gemma":[0.9962344,0.0001017906,0.001428674,0.00001762168,0.000005134082,0.00001122138,0.001374876,0.00002048772,0.0008058489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625124,"threshold_uncertainty_score":0.323133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093447755814014,"score_gpt":0.2198054147155678,"score_spread":0.2088709371574277,"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."}}