{"id":"W2157347265","doi":"10.1002/etc.2619","title":"Hydraulic “Fracking”: Are surface water impacts an ecological concern?","year":2014,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Central Arkansas; National Science Foundation","keywords":"Environmental science; Hydraulic fracturing; Surface runoff; Surface water; Riparian zone; Ecosystem; Aquatic ecosystem; Hydrology (agriculture); Geology; Environmental engineering; Habitat; Petroleum engineering; Ecology; Geotechnical 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":[0.001206983,0.0005016596,0.0004779035,0.001027575,0.0005515051,0.00176632,0.0007476837,0.001900138,0.004456678],"category_scores_gemma":[0.004698961,0.0001470854,0.0002486671,0.001697212,0.002269364,0.002584562,0.0007993352,0.0007956746,0.0004751862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015159,"about_ca_system_score_gemma":0.001061713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022306,"about_ca_topic_score_gemma":0.01821307,"domain_scores_codex":[0.9992243,0.0001669028,0.00004827607,0.0001152142,0.0003331573,0.0001121023],"domain_scores_gemma":[0.9969938,0.0007026621,0.001171451,0.00007372038,0.0008572647,0.0002011978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007252018,0.0004520832,0.3151512,0.003293358,0.0002844224,0.002532017,0.002540061,0.00241852,0.01044101,0.01472544,0.03598586,0.6114508],"study_design_scores_gemma":[0.00004726255,0.00194486,0.619926,0.003534556,0.0003713884,0.00608743,0.03572986,0.00505067,0.009391943,0.06196436,0.255693,0.0002587208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7422431,0.08671508,0.007604226,0.09550273,0.00124076,0.0001687737,0.001643568,0.0001934519,0.06468836],"genre_scores_gemma":[0.9411603,0.04401888,0.001155777,0.007742637,0.001076226,0.00003894894,0.0003214551,0.00002387408,0.004461837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022306,"threshold_uncertainty_score":0.02032709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006109595291781281,"score_gpt":0.1990608394386998,"score_spread":0.1929512441469186,"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."}}