{"id":"W2384329922","doi":"","title":"Composite model of multi-dimension multi-box model and Gauss model for atmospheric capacity study","year":2007,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beijing; Pollutant; Air quality index; Environmental science; Box model; Meteorology; Atmospheric model; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007235641,0.0001950614,0.0003741816,0.00002044197,0.000165913,0.00004510133,0.0000727919,0.0001101632,0.000004085507],"category_scores_gemma":[0.000006662235,0.0001528827,0.00002620633,0.00004424572,0.00002169856,0.00005792727,0.00002661445,0.00005138027,0.000001294895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002983,"about_ca_system_score_gemma":0.00001730998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004374794,"about_ca_topic_score_gemma":0.0005550394,"domain_scores_codex":[0.9988855,0.00001727996,0.0003403322,0.0003344045,0.0001365741,0.0002859795],"domain_scores_gemma":[0.9994721,0.000046187,0.0001342249,0.0001737198,0.00004735108,0.0001264197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008006687,0.0002648629,0.0001401333,0.000166086,0.00006461659,0.00000217073,0.002829836,0.3392346,0.6437887,0.003649415,0.00001874675,0.009040191],"study_design_scores_gemma":[0.001425497,0.00009511687,0.0002458453,0.00001137858,0.00005407362,0.000002365357,0.0001754261,0.9770834,0.01575391,0.004958476,0.000001869961,0.0001926708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.613926,0.00003163203,0.3853812,0.00000412726,0.00006186145,0.0004390402,0.0001149865,0.00001972157,0.00002145902],"genre_scores_gemma":[0.7631691,0.00005332576,0.2366198,0.00006360135,0.00001339103,9.978748e-7,0.00002938512,0.00000849213,0.00004189202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6378488,"threshold_uncertainty_score":0.6234378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430628417705466,"score_gpt":0.2394191552157801,"score_spread":0.1963563134452335,"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."}}