{"id":"W1755060099","doi":"10.1002/9781118445112.stat07651","title":"Acid Rain Modeling","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Acid deposition; Deposition (geology); Environmental science; Estimation; Acid rain; Meteorology; Atmospheric sciences; Computer science; Remote sensing; Geography; Geology; Soil science; Engineering; Ecology; Geomorphology; Systems engineering","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":[0.000558251,0.0006554424,0.0006472375,0.0006073499,0.0004627107,0.001654519,0.001608208,0.0007329338,0.02415439],"category_scores_gemma":[0.001324711,0.0003142507,0.0008339067,0.0009938177,0.0001461732,0.0009523641,0.0007962032,0.0007986219,0.006788652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297806,"about_ca_system_score_gemma":0.0008485873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0196895,"about_ca_topic_score_gemma":0.01090818,"domain_scores_codex":[0.9997893,0.00005101677,0.00001497435,0.00004979734,0.00006678807,0.00002814403],"domain_scores_gemma":[0.9996593,0.00009783794,0.00002194435,0.00006768767,0.0001214111,0.00003177363],"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":[0.00009679809,0.00006823853,0.004180587,0.0001722589,0.0001181649,0.0001557009,0.00008029721,0.8345506,0.001672763,0.03144056,0.04306687,0.08439715],"study_design_scores_gemma":[0.00005561284,0.00001584685,0.0008429781,0.00004344378,0.00003177563,0.0000382001,0.0000284447,0.8969893,0.001161574,0.01248412,0.0882896,0.0000191123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07595439,0.005857578,0.445688,0.002561338,0.001415676,0.0005288442,0.05179199,0.01664033,0.3995617],"genre_scores_gemma":[0.6875978,0.006428293,0.1285416,0.0005922289,0.0008872724,0.0005235027,0.04360297,0.00325009,0.1285763],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02415439,"threshold_uncertainty_score":0.08080453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771853981329553,"score_gpt":0.2498758070016827,"score_spread":0.2321572671883871,"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."}}