{"id":"W2333717419","doi":"10.5194/acpd-13-21427-2013","title":"Effects of stratospheric ozone recovery on tropospheric chemistry and air quality","year":2013,"lang":"en","type":"article","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Harvard University; U.S. Environmental Protection Agency","keywords":"Ozone; Tropospheric ozone; Troposphere; Atmospheric sciences; Ozone layer; Stratosphere; Ozone depletion; Environmental science; Chemical transport model; Montreal Protocol; Air quality index; Climatology; Atmospheric chemistry; Photodissociation; Chemistry; Meteorology; Photochemistry; Geography; Physics; 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":[0.0003498313,0.0005654637,0.0002939782,0.0002900397,0.0003625612,0.0004709225,0.0005281623,0.000559464,0.001829024],"category_scores_gemma":[0.0007896305,0.000165142,0.001001744,0.0003962908,0.0003471479,0.0004244039,0.0005237497,0.000513353,0.0001633369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009795593,"about_ca_system_score_gemma":0.0007236259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08415995,"about_ca_topic_score_gemma":0.03017581,"domain_scores_codex":[0.9998026,0.00006649591,0.000007190021,0.00002504495,0.00003230011,0.0000664101],"domain_scores_gemma":[0.9997181,0.0001131899,0.00005475568,0.00003353746,0.00004494039,0.00003547248],"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":[0.0009343979,0.0003240166,0.1281521,0.0001356119,0.0006276896,0.0005626449,0.00004613355,0.8401671,0.01656915,0.001082674,0.002229518,0.009168981],"study_design_scores_gemma":[0.000402005,0.001533136,0.26302,0.00003424781,0.0004644237,0.0001404327,0.0003779616,0.7104228,0.01936373,0.00103368,0.003130052,0.00007759345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954856,0.0002955362,0.0006304025,0.0002684711,0.0000287402,0.00001963608,0.001336385,0.00009865202,0.001836638],"genre_scores_gemma":[0.9988273,0.00009142391,0.0001955832,0.00003744634,0.000003616041,0.000006143776,0.0005198104,0.000008504267,0.0003102846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08415995,"threshold_uncertainty_score":0.1673402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005829756500976164,"score_gpt":0.2007162807719853,"score_spread":0.1948865242710091,"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."}}