{"id":"W2467970661","doi":"10.1021/acsomega.6b00058","title":"Library of Cationic Organic Dyes for Visible-Light-Driven Photoredox Transformations","year":2016,"lang":"en","type":"article","venue":"ACS Omega","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Photoredox catalysis; Cationic polymerization; Visible spectrum; Chemistry; Catalysis; Photochemistry; Electrochemistry; Halogenation; Combinatorial chemistry; Photocatalysis; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002994862,0.0001211152,0.0001716578,0.0000581263,0.000076396,0.00001970687,0.0002959134,0.0001355995,0.0009325495],"category_scores_gemma":[0.0001859,0.00008986219,0.000114421,0.000194895,0.00007455568,0.0004782226,0.00002478559,0.00008605681,0.00006582845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006172362,"about_ca_system_score_gemma":0.0001282828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005864892,"about_ca_topic_score_gemma":0.000004050412,"domain_scores_codex":[0.999095,0.000005895801,0.0003375144,0.0001862817,0.0001588718,0.0002163941],"domain_scores_gemma":[0.9989915,0.0003742684,0.000103642,0.0003527568,0.00005724873,0.000120611],"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":[0.00002097162,0.00008208249,0.0001279404,0.00007770335,0.00004082212,2.240779e-7,0.00008998332,4.944246e-7,0.9890929,0.001501224,0.007745402,0.001220197],"study_design_scores_gemma":[0.0006012315,0.00001897279,0.0000560673,0.00006983584,0.00003181973,0.000003276809,0.00002552695,0.00002625088,0.9185681,0.004236119,0.07624235,0.0001204896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554758,0.000104587,0.00188743,0.003962122,0.00008173195,0.0003298778,0.0003918609,0.0002458171,0.03752074],"genre_scores_gemma":[0.99604,0.00008366143,0.0005614892,0.00006984024,0.000100432,0.0001690969,0.00006999027,0.00003587064,0.002869564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07052489,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009662533632314271,"score_gpt":0.2344912871010098,"score_spread":0.2248287534686955,"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."}}