{"id":"W2929420415","doi":"10.11159/iceptp19.121","title":"Simultaneous Water Purification and Energy Production in a Microbial Desalination Cell","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desalination; Production (economics); Environmental science; Process engineering; Biochemical engineering; Environmental engineering; Chemistry; Engineering; 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":[0.0001744122,0.0003202177,0.0005492632,0.0001957391,0.0002882017,0.0006024362,0.0004493448,0.0004559444,0.0006710792],"category_scores_gemma":[0.0002599068,0.0001660635,0.0002615177,0.0003272737,0.0001664995,0.0005291313,0.0004571093,0.0005533968,0.0003209689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450975,"about_ca_system_score_gemma":0.0003419873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009313174,"about_ca_topic_score_gemma":0.00154088,"domain_scores_codex":[0.9996634,0.00002469959,0.00002759833,0.00009863626,0.0001500801,0.00003564198],"domain_scores_gemma":[0.9998683,0.00003470538,0.00001176477,0.00001906137,0.00004445765,0.00002163926],"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":[0.00005242146,0.00003777033,0.0002254538,0.00002801643,0.000003985142,0.00002638429,0.000009067491,0.0002234503,0.9961832,0.00004152011,0.00004284603,0.003125811],"study_design_scores_gemma":[0.00001343481,0.0001683163,0.000825184,0.000001688805,0.000006187298,0.00004641642,0.00001363964,0.003699072,0.9938464,0.0000403876,0.001333764,0.000005636453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847108,0.000510307,0.01251807,0.0002035773,0.00007029843,0.0000677149,0.0004937207,0.0002815664,0.001143925],"genre_scores_gemma":[0.9849145,0.0002905999,0.012816,0.00004742438,0.00001535454,0.00005842251,0.0004084171,0.00002392507,0.001425302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009313174,"threshold_uncertainty_score":0.002503872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002849456593467307,"score_gpt":0.1552862073530123,"score_spread":0.152436750759545,"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."}}