{"id":"W4320919310","doi":"10.1039/bk9781839167386-00334","title":"The Chemistry of Selenium-catalyzed Redox Processes","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Organoselenium and organotellurium chemistry","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Selenium; Redox; Catalysis; Chemistry; Reagent; Combinatorial chemistry; Biochemical engineering; Atom economy; Stoichiometry; Nanotechnology; Organic chemistry; Materials science; Engineering","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":[0.0001620135,0.0005742914,0.0002243116,0.0003345601,0.0004655717,0.001282577,0.0007707448,0.0007291798,0.005967673],"category_scores_gemma":[0.0001648654,0.0002436518,0.0002165657,0.0003970049,0.0008274942,0.001402407,0.0007582953,0.001593279,0.004043547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007407668,"about_ca_system_score_gemma":0.0004168603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002535153,"about_ca_topic_score_gemma":0.00046191,"domain_scores_codex":[0.9998751,0.00002194357,0.000003980914,0.00002297242,0.00006108803,0.00001486984],"domain_scores_gemma":[0.9999717,0.00001200286,0.000002418267,0.00000261869,0.000008205981,0.000003067492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004768143,0.00008836743,0.00006078753,0.001219599,0.00001822618,0.0005777189,0.0006884817,0.002214469,0.07217143,0.6725456,0.04683445,0.2035332],"study_design_scores_gemma":[0.000007670821,0.00005337886,0.00004233994,0.0001451724,0.000004428308,0.000434632,0.00007336933,0.0008288434,0.03546181,0.07324634,0.8896889,0.00001308945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01645886,0.2243173,0.04457997,0.004858972,0.004733186,0.0001064785,0.000192577,0.0004623508,0.7042903],"genre_scores_gemma":[0.1179819,0.207411,0.02272036,0.002200591,0.0009736691,0.0001240936,0.0002067406,0.0001550959,0.6482266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005967673,"threshold_uncertainty_score":0.01996386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06305335314529005,"score_gpt":0.3535109697697906,"score_spread":0.2904576166245005,"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."}}