{"id":"W7133047033","doi":"","title":"Computational Evaluation of a Hybrid Electrochemical Reduction-bioproduction System for the Conversion of Carbon Dioxide to Fuels and Chemicals","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bioproduction; Bioconversion; Carbon dioxide; Methanol; Electrochemistry; Electrochemical reduction of carbon dioxide; Reduction (mathematics)","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":[0.0004326989,0.0005922415,0.0008756371,0.0004547165,0.0006461922,0.001216853,0.001056414,0.001789465,0.005324449],"category_scores_gemma":[0.001295773,0.000381425,0.0007752177,0.000501266,0.000493149,0.0004874051,0.0005434722,0.0007865262,0.00027387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009977302,"about_ca_system_score_gemma":0.00146137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611385,"about_ca_topic_score_gemma":0.0158866,"domain_scores_codex":[0.9998991,0.00003147264,0.000004447644,0.00001884223,0.00001990852,0.0000262255],"domain_scores_gemma":[0.9992788,0.0005653977,0.00002870343,0.00002490625,0.00006851606,0.00003364549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009488839,0.00009811704,0.0009197126,0.00009046502,0.00002801321,0.00008752071,0.00001371332,0.9942778,0.0005444171,0.001063891,0.0003889211,0.002392494],"study_design_scores_gemma":[0.0000238269,0.00005234577,0.000257384,0.000006126354,0.000009673284,0.000006689761,0.00002365722,0.9987857,0.0002774743,0.0002829227,0.0002707082,0.000003560544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931449,0.0006880231,0.02096044,0.000953929,0.0001354331,0.0001556019,0.00167084,0.0001813625,0.0438053],"genre_scores_gemma":[0.973835,0.0002960895,0.0181042,0.0001596953,0.00002325916,0.0001928739,0.001094696,0.00004629627,0.006247974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611385,"threshold_uncertainty_score":0.03204012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622108902340275,"score_gpt":0.3120612191404563,"score_spread":0.2958401301170535,"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."}}