{"id":"W15760568","doi":"10.1007/0-306-47813-7_4","title":"Development of a Regional Model for Ozone Forecasting and Acidic Deposition Mapping","year":2005,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment","funders":"","keywords":"Deposition (geology); Acid deposition; Sulfate; Ozone; Nitrate; Environmental science; Atmospheric sciences; Meteorology; Chemistry; Soil science; Geography; Geology; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009737952,0.0003428612,0.0004223026,0.0001477788,0.0002733745,0.00004956622,0.0002979249,0.000840093,0.00010417],"category_scores_gemma":[0.00005641516,0.0003569484,0.00009302152,0.00002141928,0.000380099,0.0005829142,0.000253547,0.0007909386,0.00001011076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931365,"about_ca_system_score_gemma":0.0002191153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945968,"about_ca_topic_score_gemma":0.00006481983,"domain_scores_codex":[0.9975221,0.00001523168,0.0008873562,0.0005294621,0.0005375516,0.0005083031],"domain_scores_gemma":[0.9987416,0.00009689796,0.0006246738,0.000188398,0.00002958756,0.000318807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002436446,0.00003063477,0.000129484,0.001029284,0.0001680979,0.000003504578,0.02726041,0.0005740144,0.001012081,0.01603167,0.1135885,0.8399286],"study_design_scores_gemma":[0.001685139,0.0001012931,0.0001694629,0.001545363,0.0001300592,0.0000861638,0.0004392822,0.1099554,0.0002461518,0.05225499,0.8319616,0.001425151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006685076,0.0006828612,0.1194398,0.00356143,0.0002134301,0.002446914,0.0000719407,0.0001662799,0.8667323],"genre_scores_gemma":[0.0199168,0.00007492321,0.3543546,0.01064866,0.0006657641,0.0002567726,0.0002559202,0.0002443338,0.6135823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8385035,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484056302943904,"score_gpt":0.2922190933694345,"score_spread":0.1438134630750441,"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."}}