{"id":"W3090443985","doi":"10.1595/205651321x16013966874707","title":"State-of-the-Art Iridium-Based Catalysts for Acidic Water Electrolysis: A Minireview of Wet-Chemistry Synthesis Methods","year":2020,"lang":"en","type":"article","venue":"Johnson Matthey Technology Review","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Iridium; Catalysis; Chemistry; Electrolysis of water; Reagent; Electrolysis; Oxygen evolution; Organic chemistry; Electrochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001237932,0.0004622388,0.001783364,0.0001594867,0.00008746523,0.000007055822,0.001362895,0.0003149521,0.0001844578],"category_scores_gemma":[0.001536572,0.0003061667,0.0008749058,0.001382703,0.0003382707,0.00008014615,0.0002234256,0.0003595388,0.00009136994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251174,"about_ca_system_score_gemma":0.0001985002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002954388,"about_ca_topic_score_gemma":0.00001778152,"domain_scores_codex":[0.9967749,0.0003233652,0.001274526,0.0006545442,0.0003592139,0.0006134456],"domain_scores_gemma":[0.9971007,0.0002914629,0.0007690676,0.001393921,0.0003377674,0.0001071221],"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":[0.00009856169,0.0001316783,0.00004755051,0.02678314,0.0005233164,0.000004146068,0.00002367921,0.00002244447,0.8000489,0.0003890837,0.01135591,0.1605716],"study_design_scores_gemma":[0.0002222412,0.00007494159,0.000001034253,0.001862904,0.0007421699,0.00001181862,0.000003321153,0.00008060652,0.6549017,0.0003276482,0.3415655,0.0002061266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03042897,0.7889856,0.01319491,0.1567295,0.0003492734,0.005436286,0.00008136375,0.001597043,0.003197027],"genre_scores_gemma":[0.7035475,0.2117647,0.06518725,0.01073705,0.0001906926,0.005525458,0.0003534179,0.00076949,0.001924418],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6731185,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446321262881417,"score_gpt":0.2739391801144958,"score_spread":0.2594759674856816,"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."}}