{"id":"W4241522792","doi":"10.1149/ma2017-02/45/1973","title":"(Keynote) Experimental Considerations for Electrocatalytic CO<sub>2</sub> Reduction","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Electrolyte; Cathode; Selectivity; Chemistry; Catalysis; Electrode; Hydrogen; Inorganic chemistry; Electrocatalyst; Chemical engineering; Materials science; Electrochemistry; Physical chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003451121,0.0001999645,0.0002031279,0.000085525,0.001236226,0.0003114539,0.0001743054,0.0001384656,0.00003241894],"category_scores_gemma":[0.0005852639,0.0002224064,0.000137957,0.00003516458,0.0001108998,0.0003211368,0.00003886123,0.0001721051,0.00008425743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361404,"about_ca_system_score_gemma":0.00008627494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003603619,"about_ca_topic_score_gemma":0.00005367221,"domain_scores_codex":[0.9986427,0.00002168435,0.0003880229,0.0003925821,0.0001925093,0.0003624729],"domain_scores_gemma":[0.9986885,0.00008848553,0.000389868,0.0005985677,0.0001183952,0.0001162498],"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":[0.00003247558,0.00008847308,0.000006319804,0.00001445253,0.00002843513,0.000004658789,0.0001892462,0.0007616714,0.9901125,0.000583892,0.006193298,0.001984514],"study_design_scores_gemma":[0.0004001325,0.00008388525,0.0004816985,0.00004438268,0.00002938197,0.0001154512,0.0001756976,0.0001033782,0.9908249,0.003213765,0.004280664,0.0002466065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378675,0.0001148782,0.00003042584,0.000625371,0.0006011312,0.0003451951,0.000008625224,0.0003321048,0.06007473],"genre_scores_gemma":[0.9975782,0.00001796841,0.001053603,0.00004191772,0.0007079002,0.0001510196,0.00006229097,0.00004737858,0.0003396903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05973504,"threshold_uncertainty_score":0.9508176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736203974528754,"score_gpt":0.292280052020112,"score_spread":0.2649180122748244,"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."}}