{"id":"W6940417404","doi":"10.1021/acs.est.3c04881.s001","title":"Inverse\\nModeling\\nRevealed Reversed Trends in HCFC-141b\\nEmissions for China during 2018–2020","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Greenhouse gas; Consumption (sociology); Production (economics); Air pollution; Atmosphere (unit); Emission inventory; Air pollutants","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":[0.0009337977,0.00055682,0.0003728582,0.0005143748,0.000326772,0.0007109498,0.0007645171,0.0005599964,0.001622243],"category_scores_gemma":[0.0009972298,0.0002867578,0.001094131,0.0006004405,0.0003503506,0.0006823696,0.000460404,0.0005823264,0.0002146428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421112,"about_ca_system_score_gemma":0.002598009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2230482,"about_ca_topic_score_gemma":0.1615875,"domain_scores_codex":[0.9998052,0.00004032579,0.00001086544,0.00007248654,0.00002929327,0.00004189422],"domain_scores_gemma":[0.9998074,0.00006951322,0.00002443888,0.00001742914,0.00006513263,0.00001611379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008095077,0.00004106511,0.0772369,0.0000983989,0.0001743054,0.0001080027,0.00007578883,0.900323,0.001072148,0.00321824,0.002327014,0.01524425],"study_design_scores_gemma":[0.00002311289,0.00001938304,0.02151915,0.00001869202,0.00004763593,0.00001799622,0.00006136668,0.9738931,0.0005921745,0.001404952,0.002379603,0.00002285769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508968,0.0005664264,0.03669782,0.0005372264,0.00005668276,0.0000360815,0.005693952,0.0004185138,0.005096476],"genre_scores_gemma":[0.9856675,0.0002109749,0.006533548,0.00006446932,0.00001168217,0.00003095748,0.005744954,0.00005502538,0.001680982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2230482,"threshold_uncertainty_score":0.4434997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443254765351229,"score_gpt":0.2558521064125607,"score_spread":0.2115266298774378,"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."}}