{"id":"W2142945524","doi":"10.5539/ep.v1n2p61","title":"Potential Effects of Environmental Change on Mining Wastes in a Hyperarid Climate","year":2012,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Precipitation; Storm; Climate change; Sediment; Hydrology (agriculture); Arid; Geology; Oceanography; Meteorology; Geography; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001180172,0.00008960463,0.0000948313,0.00005466917,0.00005327758,0.000005173473,0.00003323505,0.00003734085,0.0003208031],"category_scores_gemma":[0.000004322587,0.00007480942,0.00001815902,0.00003087178,0.00005194188,0.0001866758,0.00001498438,0.00004925136,0.00008346461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005818775,"about_ca_system_score_gemma":0.000001183877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007298192,"about_ca_topic_score_gemma":0.000006462692,"domain_scores_codex":[0.9993683,0.0000418347,0.0001035319,0.0001287674,0.0001266571,0.0002309139],"domain_scores_gemma":[0.9998133,0.00001805382,0.00004035782,0.00007108806,2.681704e-7,0.00005693371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007169086,0.0001007886,0.8490878,0.00003841256,0.000005753055,0.000003488894,0.0009482083,0.0001311018,0.008214267,0.00001958878,0.00001295305,0.141366],"study_design_scores_gemma":[0.0002766104,0.0001926229,0.9949406,0.00001985749,0.00001018674,0.00000399018,0.00008556675,0.000461565,0.003049325,0.000008510406,0.0008624244,0.00008868246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964283,0.002780628,0.000002707008,0.0001311333,0.00021417,0.0001476124,0.00003432236,0.000004855876,0.0002563359],"genre_scores_gemma":[0.9986008,0.0009584879,0.00008002957,0.00008077401,0.0001865849,0.000001702812,0.00003830444,0.000002249993,0.00005105412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1458529,"threshold_uncertainty_score":0.3512568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009102363724354946,"score_gpt":0.1636528234623627,"score_spread":0.1545504597380077,"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."}}