{"id":"W2619571377","doi":"10.11159/icepr17.113","title":"Fenton like Method for Contaminated Groundwater","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Secretaría de Ciencia y Técnica, Universidad de Buenos Aires","keywords":"Contamination; Groundwater; Environmental science; Computer science; Geology; Geotechnical engineering","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":[0.0001403363,0.0001841043,0.0002031901,0.00006782162,0.0003821419,0.0001080744,0.00142354,0.00007476065,0.0000402201],"category_scores_gemma":[0.0002052482,0.0001151864,0.00008482965,0.0001122694,0.0003977357,0.0003845065,0.0007649821,0.0001178389,0.00002292622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440738,"about_ca_system_score_gemma":0.000004239267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008751496,"about_ca_topic_score_gemma":0.0001296151,"domain_scores_codex":[0.9989765,0.000002737165,0.0001941798,0.0003497595,0.0002173755,0.0002594683],"domain_scores_gemma":[0.9990452,0.00004933767,0.0004318218,0.0004202276,0.00002623541,0.00002717203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000495355,0.0004100055,0.1484612,0.0000841849,0.0001898863,0.000002144515,0.0002775601,0.00009269972,0.2026992,0.02683344,0.06511774,0.5553365],"study_design_scores_gemma":[0.0007483459,0.0001268055,0.007768736,0.00007794848,0.00003217194,0.0000020169,0.0001183188,0.0001572021,0.8985117,0.02730842,0.06498379,0.000164562],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846295,0.00007689679,0.002107213,0.06390554,0.002200249,0.004640733,0.00002582888,0.001972579,0.04044139],"genre_scores_gemma":[0.9008136,0.00001356988,0.04369581,0.0001010615,0.00001235616,0.0001481442,8.795627e-7,0.0000216435,0.0551929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6958125,"threshold_uncertainty_score":0.4697166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874796204465296,"score_gpt":0.2891610550976584,"score_spread":0.2704130930530054,"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."}}