{"id":"W2108938635","doi":"10.1016/j.jconhyd.2013.03.007","title":"Persulfate injection into a gasoline source zone","year":2013,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gasoline; Persulfate; Chemistry; Environmental chemistry; Transect; Sodium persulfate; BTEX; Environmental science; Toluene; Ethylbenzene; Nuclear chemistry; Geology; Organic chemistry; Catalysis","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":[0.000135945,0.0002263634,0.00034708,0.0003446616,0.0005373624,0.0005754944,0.0003603131,0.0005278941,0.001114537],"category_scores_gemma":[0.0001792866,0.0001201726,0.0002793638,0.000194051,0.0002723135,0.0002852467,0.0001983918,0.0003303039,0.0002233065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491487,"about_ca_system_score_gemma":0.0005774119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007634016,"about_ca_topic_score_gemma":0.005265743,"domain_scores_codex":[0.9999123,0.000009166119,0.000005338408,0.00002681507,0.00002372991,0.00002261061],"domain_scores_gemma":[0.999864,0.00005647813,0.00001993817,0.00000805358,0.00003563061,0.00001597923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0019455,0.00007859717,0.002637777,0.00006698479,0.0000139434,0.0004299713,0.000114226,0.0008706326,0.9899797,0.0001365011,0.000110581,0.003615659],"study_design_scores_gemma":[0.00007856143,0.0007979248,0.00578499,0.000008327101,0.00002934479,0.000110493,0.0001195161,0.005267733,0.98676,0.00007357276,0.0009595221,0.00001002558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974987,0.00008101813,0.0009323876,0.0000411516,0.00001390665,0.00001570653,0.0001030084,0.00009022697,0.001224],"genre_scores_gemma":[0.9968626,0.00008415272,0.0009629391,0.00001780342,0.000006082257,0.000004956242,0.00007495462,0.00001489647,0.001971635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007634016,"threshold_uncertainty_score":0.01517916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005786082771837128,"score_gpt":0.2276912576809238,"score_spread":0.2219051749090867,"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."}}