{"id":"W4408317470","doi":"10.1029/2024jd042162","title":"Global Model of Atmospheric Chlorate on Earth","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Chemical Analysis and Environmental Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"Division of Atmospheric and Geospace Sciences; National Aeronautics and Space Administration","keywords":"Chlorate; Earth (classical element); Environmental science; Astrobiology; Atmospheric sciences; Earth science; Geology; Chemistry; Physics; Astronomy; Physical chemistry","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":[0.0001926964,0.0006878056,0.0004813502,0.0004676235,0.0004801278,0.000842931,0.0009170141,0.001377952,0.002882484],"category_scores_gemma":[0.0004351995,0.0003204214,0.001006879,0.0008076198,0.0005593648,0.0007431673,0.0006177768,0.0005569163,0.0003763491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152631,"about_ca_system_score_gemma":0.0009790414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05591438,"about_ca_topic_score_gemma":0.01734638,"domain_scores_codex":[0.9999156,0.00001826303,0.000002989444,0.00003140635,0.00001370617,0.00001806476],"domain_scores_gemma":[0.9998475,0.00003884277,0.00001716318,0.00001814295,0.00004809207,0.00003026192],"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":[0.00005166523,0.00002242963,0.00619123,0.00002106737,0.0000609675,0.00004969544,0.00001613575,0.9885373,0.002046294,0.001422487,0.0006028733,0.0009778942],"study_design_scores_gemma":[0.0000738513,0.00002208655,0.004782394,0.000003951755,0.0000254708,0.00001374878,0.00001862631,0.9922656,0.0003791114,0.001108318,0.001290525,0.00001615947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493024,0.0004171747,0.01527651,0.001182034,0.00008074445,0.00006376013,0.0116014,0.001103072,0.02097284],"genre_scores_gemma":[0.9919817,0.0001901469,0.002970271,0.0001085622,0.00001554967,0.00006813298,0.003082437,0.0001105951,0.001472763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05591438,"threshold_uncertainty_score":0.1111778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603636241747065,"score_gpt":0.3182341753901817,"score_spread":0.2921978129727111,"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."}}