{"id":"W4249674756","doi":"10.1149/ma2017-02/37/1665","title":"Analysis of Inkjet Printed Polymer Electrolyte Electrolyzer Electrodes","year":2017,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Anode; Electrolysis; Electrolyte; Fabrication; Electrophoretic deposition; Polymer; Electrode; Nanotechnology; Chemical engineering; Composite material; Coating; 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":[0.0007180828,0.0001821593,0.0003896348,0.0002079151,0.0005562823,0.0001965365,0.0006516828,0.000086401,0.0002049139],"category_scores_gemma":[0.0004014737,0.0001716082,0.0001762164,0.0002913369,0.0001433995,0.0001674284,0.00009160295,0.0001814675,0.00005409894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003210126,"about_ca_system_score_gemma":0.00008985442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312767,"about_ca_topic_score_gemma":0.0001800226,"domain_scores_codex":[0.9982643,0.00004355008,0.0004802859,0.00042174,0.000283994,0.0005062066],"domain_scores_gemma":[0.9978825,0.0001356377,0.0008236147,0.0009406543,0.0001141611,0.0001033607],"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":[0.00002047641,0.00006470477,0.003363092,0.00000667664,0.0001440176,0.000001477986,0.0001030865,0.0003030201,0.995496,0.00005642228,0.00007343518,0.0003675584],"study_design_scores_gemma":[0.0001480433,0.00003400047,0.04247574,0.00001748273,0.0003661631,0.000002569446,0.00002029325,0.000159232,0.956223,0.00007225347,0.000311387,0.0001698305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711425,0.0002481232,0.0000197269,0.0005352323,0.00009137821,0.000102957,0.00001288817,0.0000915429,0.02775563],"genre_scores_gemma":[0.9986038,0.00001303618,0.0003779473,0.00005244191,0.0001048336,0.00001930819,0.0000114633,0.00002122042,0.0007960125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03927303,"threshold_uncertainty_score":0.6997978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940540783284235,"score_gpt":0.2845182899318758,"score_spread":0.2651128820990334,"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."}}