{"id":"W4404926031","doi":"10.29363/nanoge.matsusfall.2024.226","title":"Computationally Driven Selectivity Descriptor for Electrosynthesis of H2O2","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Electrosynthesis; Selectivity; Computer science; Chemistry; Electrochemistry; Electrode; Catalysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003245782,0.0002847364,0.000310274,0.0002361144,0.0001728609,0.0004882262,0.0004644067,0.0003259342,0.0037849],"category_scores_gemma":[0.0007502482,0.00008996027,0.0002943453,0.0001861617,0.0001966895,0.0004185039,0.000303276,0.000427249,0.0004171121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000522745,"about_ca_system_score_gemma":0.0007839099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779279,"about_ca_topic_score_gemma":0.002806038,"domain_scores_codex":[0.999891,0.0000159269,0.000003824294,0.00001547969,0.00004533519,0.00002847515],"domain_scores_gemma":[0.999816,0.00009937226,0.00001413547,0.00001497709,0.0000430024,0.00001250894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007143705,0.0002651107,0.00156778,0.0002698892,0.00004718522,0.0001904356,0.00002820618,0.757744,0.1043637,0.04062714,0.00390993,0.09027226],"study_design_scores_gemma":[0.00001226886,0.00004921898,0.000229969,0.000002565525,0.000003558389,0.00001940571,0.000009101288,0.9842966,0.01270842,0.002089458,0.0005724939,0.000006910489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3802406,0.000423842,0.5900893,0.0005478819,0.0001655827,0.0001225621,0.0009702251,0.001288553,0.02615136],"genre_scores_gemma":[0.9594605,0.0001217675,0.03498919,0.000096364,0.00003083456,0.00009790103,0.0006950696,0.0001202526,0.004388222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0037849,"threshold_uncertainty_score":0.01266176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007572185639642818,"score_gpt":0.2197282420880848,"score_spread":0.212156056448442,"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."}}