{"id":"W3170318892","doi":"10.26685/urncst.261","title":"Analyzing the Properties of Saliva to Act as a Viable Fuel Source and Its Capabilities to Interact with Microbial Fuel Cell (MFC) Powered Theoretical Diagnostic Devices Beneficial to Low-income Communities","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Saliva; Microbial fuel cell; Energy source; Biochemical engineering; Computer science; Nanotechnology; Anode; Chemistry; Materials science; Waste management; Engineering; Biochemistry; Fossil fuel","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":[0.01030289,0.0009665636,0.003599376,0.008533488,0.0004600715,0.003408643,0.0007614615,0.001513327,0.003693176],"category_scores_gemma":[0.02925164,0.0004746314,0.007893986,0.006955636,0.0009387343,0.0019543,0.001065819,0.0008886272,0.0003327102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668635,"about_ca_system_score_gemma":0.005198639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004311129,"about_ca_topic_score_gemma":0.009776201,"domain_scores_codex":[0.9918696,0.003283956,0.002058572,0.0007353938,0.001849741,0.0002027408],"domain_scores_gemma":[0.9721309,0.02000868,0.004120198,0.0004251336,0.003163692,0.000151309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004440723,0.0000857002,0.005769949,0.7782271,0.01770372,0.0001887442,0.0003806184,0.0003752143,0.001870779,0.001508285,0.002898016,0.1905478],"study_design_scores_gemma":[0.000366373,0.001718271,0.03547754,0.6481428,0.1464858,0.001592616,0.002277107,0.0006219776,0.007253564,0.004699363,0.1511273,0.0002373876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003396166,0.9935521,0.0004424269,0.0006641919,0.0001414564,0.000147684,0.0007502696,0.000006265085,0.0008993954],"genre_scores_gemma":[0.05430972,0.941494,0.001792157,0.0009081736,0.0001631251,0.0003820885,0.0005942365,0.000009726105,0.0003468013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01030289,"threshold_uncertainty_score":0.05448753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928588983370072,"score_gpt":0.3054195779462463,"score_spread":0.2861336881125456,"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."}}