{"id":"W4405483855","doi":"10.2139/ssrn.5048919","title":"Ions&amp;nbsp;Tuning Interfacial Reaction Enhancing Electrocatalytic Activities of Aromatic Icosahedral [B12H6]2 &amp;nbsp;Borane&amp;nbsp;Nanomaterials&amp;nbsp;For Synthesis of Zingerone Via Vanillin Upgrading&amp;nbsp;In Acid Environment","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Borane; Combinatorial chemistry; 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":[0.00009057538,0.000210568,0.0001321181,0.0001086642,0.00007987019,0.0001969869,0.000231914,0.0002031965,0.002255633],"category_scores_gemma":[0.0001268979,0.0001311108,0.0000918187,0.000133222,0.0001242662,0.0002112543,0.0002112707,0.0002540835,0.0004585478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646577,"about_ca_system_score_gemma":0.00008219547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000599507,"about_ca_topic_score_gemma":0.001141187,"domain_scores_codex":[0.9999322,0.000005700677,0.000004764129,0.00001693033,0.00002446278,0.00001594722],"domain_scores_gemma":[0.9999715,0.00000716998,0.000005544041,0.000003511805,0.000007213023,0.000004977899],"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":[0.00004979703,0.000004966729,0.00003034243,0.00003182836,0.00000141646,0.00001153443,0.00001203199,0.00005118653,0.998091,0.000104139,0.0000682755,0.001543367],"study_design_scores_gemma":[0.000003337538,0.00002459437,0.0001829877,0.000001302128,0.000001467417,0.00001277748,0.000007242822,0.0003835681,0.9985564,0.00002258497,0.000802475,0.000001322288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893746,0.0006396407,0.003496367,0.0001105366,0.00003871063,0.0000117753,0.0001985154,0.0001071272,0.006022626],"genre_scores_gemma":[0.9941056,0.0003205904,0.002918715,0.00002097929,0.000005458415,0.000009973192,0.0001528296,0.00003290383,0.002432894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002255633,"threshold_uncertainty_score":0.007545888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747351468041452,"score_gpt":0.2742384206684332,"score_spread":0.2567649059880187,"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."}}