{"id":"W4247985394","doi":"10.1128/9781555819583.ch23","title":"Melanin, Radiation, and Energy Transduction in Fungi","year":2017,"lang":"en","type":"book-chapter","venue":"ASM Press eBooks","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Candida albicans; Melanin; Virulence; Microbiology; Biology; Antifungal; Immune system; Pigment; Signal transduction; Cell biology; Chemistry; Biochemistry; Gene; Genetics","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":[0.0001560742,0.0008523132,0.0003639554,0.0008804188,0.0005438731,0.00136052,0.0005135674,0.0009108338,0.009274399],"category_scores_gemma":[0.0001120061,0.0002523055,0.0002369782,0.0007661686,0.0007508497,0.001805485,0.000683559,0.001653587,0.005135999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073757,"about_ca_system_score_gemma":0.0004063354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007099417,"about_ca_topic_score_gemma":0.001445862,"domain_scores_codex":[0.9999373,0.000007759587,0.000002792205,0.00001610299,0.00002711588,0.000009038776],"domain_scores_gemma":[0.9999672,0.0000124723,0.000003093273,0.000002208048,0.000006114853,0.000008868307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001309893,0.0001663982,0.0001687923,0.001951047,0.00001908239,0.0003807597,0.000432542,0.001340443,0.04754785,0.2192572,0.137123,0.5914819],"study_design_scores_gemma":[0.000005872707,0.00003611736,0.0002896903,0.0003133072,0.00000468197,0.000304938,0.00004321576,0.0001237749,0.002134265,0.02713185,0.9696029,0.000009373271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001795714,0.8345343,0.003061472,0.002114073,0.003247784,0.00002429893,0.00006126896,0.00008629133,0.1550748],"genre_scores_gemma":[0.02113619,0.688475,0.005473763,0.002146551,0.003776613,0.00005452094,0.0001628656,0.00007440795,0.2787002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009274399,"threshold_uncertainty_score":0.03102595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963690083045645,"score_gpt":0.2555506024617635,"score_spread":0.235913701631307,"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."}}