{"id":"W4391638761","doi":"10.1149/ma2023-02422067mtgabs","title":"Investigation of Electrocatalyst and Ionomer Interaction in Anion Exchange Membrane Water Electrolysis","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ionomer; Electrocatalyst; Electrolysis; Pact; Ion exchange; Membrane; Chemistry; Ion; Materials science; Inorganic chemistry; Electrode; Electrochemistry; Composite material; Polymer; Electrolyte; Political science; Biochemistry; Organic chemistry; Copolymer; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004194661,0.0005431476,0.0004750607,0.0002561847,0.0001791434,0.0004903568,0.000523891,0.0007188068,0.0009155545],"category_scores_gemma":[0.0006245837,0.0002624156,0.0003449744,0.0003359222,0.0002992501,0.0007099166,0.0002960409,0.0006927298,0.0003529822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061896,"about_ca_system_score_gemma":0.0002381365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000623385,"about_ca_topic_score_gemma":0.0009626473,"domain_scores_codex":[0.9993825,0.00005832837,0.00002655808,0.0001211873,0.0003113567,0.000100114],"domain_scores_gemma":[0.9996632,0.0001191027,0.00008528151,0.00001372771,0.00009065893,0.00002788153],"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":[0.0000684233,0.00005331516,0.0001534293,0.00009965638,0.00001085643,0.00003313948,0.00001957286,0.00009647557,0.9975415,0.00009306447,0.00004400202,0.001786558],"study_design_scores_gemma":[0.000006028519,0.000193982,0.000878907,0.000004301881,0.00001628997,0.00003700375,0.00001530027,0.001718243,0.9962558,0.00001541362,0.000852488,0.000006371631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876229,0.004370312,0.004879571,0.0001639975,0.0000955912,0.00008047322,0.0001741211,0.00008574512,0.0025273],"genre_scores_gemma":[0.9898426,0.003400533,0.004496386,0.0001040397,0.00004242546,0.00004904012,0.0001655649,0.00003022,0.001869075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009155545,"threshold_uncertainty_score":0.003062844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133144305047925,"score_gpt":0.2022263133107076,"score_spread":0.1908948702602283,"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."}}