{"id":"W4312467968","doi":"10.29363/nanoge.nfm.2022.168","title":"A Viable Electrochemical Approach Towards Chemical Production: Combined Biowaste Upgrading and CO2 Conversion","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Materials for Sustainable Development Conference (MAT-SUS)","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Production (economics); Process engineering; Electrochemistry; Environmental science; Computer science; Chemistry; Engineering; Electrode","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":[0.0003328618,0.0005806059,0.0005940894,0.0005698582,0.0004268582,0.001622247,0.0007861815,0.001167004,0.001735317],"category_scores_gemma":[0.0002817989,0.000426278,0.0004415212,0.0005255966,0.0004660537,0.001601473,0.0008448827,0.001038103,0.0007209778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616235,"about_ca_system_score_gemma":0.0005334675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000462905,"about_ca_topic_score_gemma":0.001503304,"domain_scores_codex":[0.9996217,0.00004278467,0.00002456924,0.00009136305,0.0001725337,0.00004693736],"domain_scores_gemma":[0.9999201,0.00002190466,0.000004605188,0.00001170332,0.00002789896,0.00001369684],"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":[0.0001045181,0.0001127293,0.0001371823,0.0002362337,0.00002962326,0.0001005802,0.00002667524,0.0007595345,0.9648728,0.002595571,0.0002291689,0.03079532],"study_design_scores_gemma":[0.00001421635,0.000140897,0.0001458607,0.000008204292,0.00001526733,0.00009837065,0.00002223706,0.00371187,0.9899123,0.0008914904,0.005027105,0.00001219546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6726368,0.02528081,0.2678649,0.003095857,0.001843789,0.0003135168,0.0007299109,0.00076207,0.02747241],"genre_scores_gemma":[0.9281071,0.007173141,0.05295431,0.000295405,0.000100098,0.00006809097,0.0002272502,0.00005401233,0.0110206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001735317,"threshold_uncertainty_score":0.005805254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007904254460196714,"score_gpt":0.1827366837846256,"score_spread":0.1748324293244289,"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."}}