{"id":"W4415891678","doi":"10.1016/j.atmosenv.2025.121656","title":"Data fusion of modelled and measured deposition in the US and Canada, part II: Dry deposition of sulfur, nitrogen and ozone","year":2025,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Deposition (geology); Ozone; Nitrogen; Air quality index; Particulates; Nitrogen dioxide; Reactive nitrogen","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001850628,0.00009790801,0.000153471,6.838927e-7,0.0001037035,0.000008651775,0.0001165067,0.00004554843,0.00005598448],"category_scores_gemma":[0.000008562004,0.0000752954,0.000009267632,0.00006258831,0.0001112941,0.00008016865,0.00006246562,0.0000637006,1.348219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007901028,"about_ca_system_score_gemma":0.0000357614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1428867,"about_ca_topic_score_gemma":0.09301899,"domain_scores_codex":[0.9992115,0.00005639087,0.0002153994,0.0002220593,0.0001818106,0.0001128604],"domain_scores_gemma":[0.9995739,0.00006938722,0.00008096435,0.0002338768,0.00000398673,0.00003788382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064859,0.00006504248,0.9740944,0.00009898242,0.00003975863,0.000009298681,0.0002160113,0.005416113,0.004273725,0.00000762355,0.0001472823,0.01552527],"study_design_scores_gemma":[0.001274863,0.0001993015,0.8805438,0.0001437324,0.0001512415,0.00002094831,0.0007398434,0.1094591,0.006109869,0.0002847721,0.0008074532,0.0002651555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995153,0.003600104,0.0005860213,0.0001686326,0.00001906581,0.0001605029,0.00006832677,0.000002337301,0.000242006],"genre_scores_gemma":[0.9947168,0.001254703,0.003764258,0.00009338381,0.00000851494,0.000002014392,0.0001221167,0.000001659516,0.00003657042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104043,"threshold_uncertainty_score":0.9235311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009607704277438333,"score_gpt":0.1771449220951811,"score_spread":0.1675372178177428,"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."}}