{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001041677,0.0002431077,0.0002190129,0.00005924961,0.00007740736,0.00004819421,0.0002484116,0.0005795528,0.00002550493],"category_scores_gemma":[0.000013399,0.0002463389,0.00007354518,0.000002050836,0.0001980439,0.000005462788,0.00009372181,0.0001886214,0.000003093923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001361696,"about_ca_system_score_gemma":0.00007308357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002279655,"about_ca_topic_score_gemma":0.0001904292,"domain_scores_codex":[0.9989032,0.00001486505,0.0002048952,0.0004794552,0.0001578351,0.0002398105],"domain_scores_gemma":[0.9992383,0.000006535605,0.0001137424,0.0004834045,0.00007008805,0.00008788779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002732823,0.00003974845,0.0002655304,0.0002381235,0.0002341881,0.00005676191,0.0001935285,9.699467e-7,0.5106837,0.02420819,0.01486486,0.4489412],"study_design_scores_gemma":[0.0003489103,0.000078702,0.00006633937,0.00008992224,0.00002080311,0.00002137521,0.000003894946,0.000005696343,0.1944218,0.0004893866,0.8041524,0.0003006737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001406836,0.01128754,0.00005520039,0.00007320946,0.0001846479,0.0001750726,0.00004206128,0.00001575753,0.9867597],"genre_scores_gemma":[0.09575563,0.00619054,0.00002137346,0.00005474728,0.0004873955,0.00003853217,0.0002263555,0.00004877226,0.8971766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7892876,"threshold_uncertainty_score":0.9999989,"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."}}