{"id":"W4404283588","doi":"10.3390/antiox13111368","title":"Modelling the Repair of Carbon-Centered Protein Radicals by Phenolic Antioxidants","year":2024,"lang":"en","type":"article","venue":"Antioxidants","topic":"Free Radicals and Antioxidants","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Thompson Rivers University; University of Waterloo","funders":"Alliance de recherche numérique du Canada; Universities Space Research Association; Natural Sciences and Engineering Research Council of Canada; Thompson Rivers University","keywords":"Chemistry; Phenols; Radical; Kinetics; Reaction rate constant; Thermodynamics; Oxidative stress; Computational chemistry; Organic chemistry; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005085915,0.0004585813,0.0005874783,0.0001241928,0.0001915519,0.0001311205,0.0007131512,0.0003860031,0.0005062275],"category_scores_gemma":[0.00007565176,0.0003365672,0.0004706573,0.0005040132,0.0004537108,0.0002276539,0.0001534924,0.000760884,0.00006721653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005829601,"about_ca_system_score_gemma":0.000141276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005744881,"about_ca_topic_score_gemma":0.000007476156,"domain_scores_codex":[0.9965766,0.00008746622,0.0009613122,0.0008029145,0.0007845231,0.0007871773],"domain_scores_gemma":[0.9984378,0.000153634,0.0002179866,0.0009056147,0.00008425091,0.0002006649],"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":[0.00005976513,0.0004111225,0.001315153,0.001150907,0.0004196794,0.0001207161,0.0002479746,0.0002008365,0.9857566,0.002030686,0.00526457,0.003021941],"study_design_scores_gemma":[0.001468946,0.0001083157,0.0003046931,0.004537914,0.0002414215,0.0001031413,0.0002920477,0.295683,0.6520392,0.002074181,0.04201547,0.00113167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782912,0.01045569,0.000751339,0.000310366,0.0002753628,0.0002832135,0.0002048912,0.0005836049,0.008844353],"genre_scores_gemma":[0.9945255,0.000901005,0.0002781123,0.0000729681,0.0003044121,0.00004549267,0.00002416435,0.0001104076,0.003737958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3337174,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888458555930096,"score_gpt":0.2418715099602085,"score_spread":0.2229869244009075,"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."}}