{"id":"W4307348778","doi":"10.1021/acs.estlett.2c00677","title":"Transboundary Atmospheric Pollution from Mountaintop Coal Mining","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Government of Alberta; University of Alberta","funders":"Alberta Environment and Parks","keywords":"Coal mining; Environmental science; Sediment; Surface mining; Coal; Pollution; Ecosystem; Mining engineering; Hydrology (agriculture); Environmental protection; Geology; Archaeology; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002765896,0.0001507453,0.0001277115,0.0001007597,0.001407728,0.000044112,0.0007706271,0.00004146811,0.004963479],"category_scores_gemma":[0.00001034773,0.0001469979,0.0000356033,0.0009914963,0.001927363,0.0003557841,0.0001338315,0.000295416,0.0001834825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079077,"about_ca_system_score_gemma":0.00004595456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008603618,"about_ca_topic_score_gemma":0.0000730853,"domain_scores_codex":[0.9980965,0.0000379599,0.0001687263,0.0006158365,0.000567578,0.0005134563],"domain_scores_gemma":[0.9995419,0.00001640303,0.00006850629,0.0002915647,0.000001590294,0.00008003753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003643904,0.00005081634,0.6926404,0.000001302372,0.00001055707,0.00007139689,0.0005913014,0.007684967,0.2047473,0.00003045986,0.000605114,0.09352989],"study_design_scores_gemma":[0.0003430194,0.0002641001,0.9344869,0.000002991792,0.0000150852,0.00008621164,0.003860654,0.002898953,0.00541034,0.0003271168,0.05192766,0.0003769749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864996,0.0003847778,0.000123905,0.01177624,0.0005315504,0.0001423984,0.0001060205,0.0001213583,0.0003141723],"genre_scores_gemma":[0.9957916,0.00001179568,0.001591359,0.002393934,0.00005567089,0.000005294959,0.00006063621,0.000004117134,0.00008563248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418464,"threshold_uncertainty_score":0.9998923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004399854919284336,"score_gpt":0.161170196166888,"score_spread":0.1567703412476037,"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."}}