{"id":"W3088527354","doi":"10.1016/j.jcou.2020.101315","title":"The effect of flue gas contaminants on the CO2 electroreduction to formic acid","year":2020,"lang":"en","type":"article","venue":"Journal of CO2 Utilization","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Formic acid; Particulates; Chemistry; Flue gas; Environmental chemistry; Electrochemistry; Contamination; Catalysis; Inorganic chemistry; Organic chemistry; 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":[0.0002957616,0.0002640867,0.0002799103,0.0001900109,0.0003427599,0.000594018,0.0003796337,0.0005980412,0.00141324],"category_scores_gemma":[0.0008812203,0.0002059725,0.0001861177,0.0002416658,0.0004042512,0.0004278123,0.0001705651,0.0003721961,0.0002055444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042624,"about_ca_system_score_gemma":0.0003445354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0060296,"about_ca_topic_score_gemma":0.007172334,"domain_scores_codex":[0.999648,0.00006828236,0.00002174957,0.00005445335,0.00009721823,0.0001102932],"domain_scores_gemma":[0.9994751,0.0002951791,0.0000378199,0.00003421876,0.0001261971,0.0000315835],"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":[0.003264099,0.0001236146,0.0009246771,0.0001255831,0.00003422196,0.0002747179,0.0001136121,0.0003398602,0.9872828,0.0001888715,0.0002128032,0.007115207],"study_design_scores_gemma":[0.000008236058,0.0003396248,0.001743222,0.000004051917,0.000008314367,0.00005341428,0.00004113589,0.000457939,0.9963983,0.00001462336,0.0009252981,0.00000586033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968414,0.001177725,0.0002976833,0.00009342557,0.00003145939,0.000009327926,0.0001143515,0.00001450804,0.001420017],"genre_scores_gemma":[0.9980232,0.0003548203,0.0002549723,0.00003115266,0.00000820471,0.000003907597,0.0001228849,0.000008532045,0.001192318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0060296,"threshold_uncertainty_score":0.011989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828148254797688,"score_gpt":0.2703065106303448,"score_spread":0.2520250280823679,"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."}}