{"id":"W3203401742","doi":"10.21203/rs.3.rs-83176/v2","title":"Electrocatalysts derived from copper complexes transform CO into C2+ products effectively in a flow cell","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Copper; Flow (mathematics); Chemistry; Chemical engineering; Combinatorial chemistry; Materials science; Organic chemistry; Mechanics; Engineering; Physics","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":[0.0001379145,0.0003019319,0.0002038915,0.0002264404,0.0001353435,0.0003284077,0.000266078,0.0002833199,0.001283294],"category_scores_gemma":[0.0001987081,0.0001329786,0.0001113368,0.0001770579,0.0003507125,0.0003143606,0.0001437884,0.0003536609,0.0002556113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430303,"about_ca_system_score_gemma":0.0001442683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008468783,"about_ca_topic_score_gemma":0.001015848,"domain_scores_codex":[0.9998969,0.00001120356,0.000005065212,0.00002396509,0.0000377259,0.00002508987],"domain_scores_gemma":[0.9999483,0.00001787243,0.00001072308,0.000007341241,0.000008906636,0.000006902498],"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":[0.00002568284,0.00002020253,0.00006139409,0.00003443936,0.000003822995,0.00002380576,0.000008627552,0.0001018034,0.9969447,0.0003495023,0.0002274357,0.002198631],"study_design_scores_gemma":[0.000005607444,0.00002261831,0.0001741223,8.435348e-7,0.000001513847,0.00002008348,0.000002310764,0.0008649696,0.9980581,0.00002432735,0.0008240039,0.000001341066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741499,0.0008804979,0.01946373,0.0002374592,0.0001091733,0.00006434648,0.0002700231,0.0006023903,0.004222508],"genre_scores_gemma":[0.9897738,0.0003304085,0.006472269,0.00004398696,0.0000142599,0.00002107486,0.0001650681,0.00005434209,0.003124895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001283294,"threshold_uncertainty_score":0.004293025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153913683064161,"score_gpt":0.3428013197979926,"score_spread":0.3112621829673509,"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."}}