{"id":"W1989328273","doi":"10.1680/jees.14.00006","title":"Microbial desalination cell for concurrent hydrogen peroxide production and desalination","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen peroxide; Chemistry; Desalination; Nuclear chemistry; Inorganic chemistry; Hydrogen production; Hydrogen; Organic chemistry; Biochemistry; Membrane","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001877627,0.0004924355,0.0004744105,0.0001890199,0.0001397134,0.0003547868,0.0003606291,0.0005391971,0.0006099455],"category_scores_gemma":[0.0002428579,0.0001381755,0.0004015136,0.0002866356,0.0001199194,0.000494835,0.0003920106,0.0006220556,0.0003184716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129417,"about_ca_system_score_gemma":0.00021022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005278416,"about_ca_topic_score_gemma":0.0008003947,"domain_scores_codex":[0.9996725,0.00002695443,0.00003653841,0.0000988398,0.0001230993,0.00004196535],"domain_scores_gemma":[0.9998701,0.00002887964,0.00001761438,0.00001262481,0.00005298911,0.00001772083],"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":[0.0000189521,0.00001746715,0.0001254503,0.00003802525,0.000003734887,0.00002004516,0.000008113566,0.00004953254,0.9982005,0.00003646663,0.00002363908,0.001458105],"study_design_scores_gemma":[0.000003181381,0.0000696259,0.0003543399,0.000001622806,0.000004932437,0.00002635433,0.000009804206,0.0005505586,0.9982778,0.00001113329,0.0006878538,0.000002832163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976477,0.001110691,0.01928831,0.0001674016,0.0001117207,0.0001237201,0.0005932102,0.0002155455,0.001912406],"genre_scores_gemma":[0.9754772,0.0009700762,0.02008409,0.00006788606,0.00001694158,0.0001450836,0.0007350199,0.00003509906,0.002468677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006099455,"threshold_uncertainty_score":0.002040446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003671554652280096,"score_gpt":0.1726756036946052,"score_spread":0.1690040490423252,"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."}}