{"id":"W2762386900","doi":"10.1021/acs.biomac.7b01166","title":"Spectroelectrochemical Reverse Engineering DemonstratesThat Melanin’s Redox and Radical Scavenging Activities Are Linked","year":2017,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"U.S. Food and Drug Administration; Defense Threat Reduction Agency; National Science Foundation","keywords":"Redox; Radical; Chemistry; Photochemistry; Melanin; Electrochemistry; Antioxidant; Combinatorial chemistry; Organic chemistry; Electrode; Biochemistry; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118755,0.0002060481,0.0002419206,0.00009324574,0.0006179805,0.0001449304,0.0004599167,0.0001689066,0.00002105172],"category_scores_gemma":[0.0007234314,0.0001910717,0.00006683806,0.00006252997,0.0008567686,0.0002134048,0.0002420362,0.0004064906,0.0000205077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002517824,"about_ca_system_score_gemma":0.00003499375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008510065,"about_ca_topic_score_gemma":0.000002353176,"domain_scores_codex":[0.9985627,0.0001023255,0.0001435688,0.0005341452,0.0001252896,0.0005319504],"domain_scores_gemma":[0.9991127,0.0002145029,0.0001072702,0.0004146127,0.00001269818,0.0001381966],"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":[0.0000639699,0.00003167834,0.0008969486,0.0000174495,0.00001001582,0.0003028804,0.00002623678,4.649758e-7,0.9970661,0.001218797,0.0001722789,0.0001931316],"study_design_scores_gemma":[0.0003497097,0.0001145108,0.009089007,0.00004284383,0.000007971154,0.0004813585,0.00001357272,0.0003227619,0.9887216,0.0003592443,0.0002990599,0.0001983242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998113,0.0001101737,0.00005083718,0.0008543765,0.0001181707,0.0001290244,0.00001176686,0.0001096922,0.0005029825],"genre_scores_gemma":[0.9992183,0.0001545161,0.0002209436,0.0001804609,0.0001031007,0.00001519833,0.00000252692,0.00002319466,0.00008175029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008344512,"threshold_uncertainty_score":0.7791676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010415640101066,"score_gpt":0.2691599922062867,"score_spread":0.249055835805276,"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."}}