{"id":"W3081189737","doi":"10.29169/1927-5129.2020.16.05","title":"Review on Melanin from Marine Actinomycetes","year":2020,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanin; Biology; Antimicrobial; Microorganism; Microbiology; Biochemistry; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384291,0.0005975159,0.0005914086,0.001911512,0.0002872096,0.0007721827,0.0003128341,0.0004258481,0.005604554],"category_scores_gemma":[0.0002766457,0.0001537672,0.0003288757,0.001920225,0.0001420859,0.0008279001,0.0003588964,0.0007067591,0.001939919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145975,"about_ca_system_score_gemma":0.0006743229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000857749,"about_ca_topic_score_gemma":0.001225623,"domain_scores_codex":[0.9999043,0.00001391309,0.00001571858,0.00001947708,0.00003599239,0.00001063077],"domain_scores_gemma":[0.9998652,0.00003690652,0.00003228048,0.000003679004,0.00004207214,0.00001987308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001899091,0.0001031361,0.0005190681,0.03598733,0.0001384675,0.0009284592,0.0002190031,0.0005397405,0.0350515,0.003797846,0.07791299,0.8446124],"study_design_scores_gemma":[0.000004548246,0.0000879869,0.001216823,0.001658511,0.00006820837,0.001111827,0.00006836624,0.00003937386,0.002291003,0.000640394,0.9928001,0.00001295793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008856697,0.9931005,0.0002864514,0.0003778486,0.0007390166,0.000009075071,0.0001084691,0.00001597692,0.004476905],"genre_scores_gemma":[0.003440013,0.9910094,0.0004655321,0.0003757508,0.0006643668,0.000009461809,0.0002008309,0.000005209475,0.003829478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005604554,"threshold_uncertainty_score":0.01874912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885909241979417,"score_gpt":0.2722081512630959,"score_spread":0.2333490588433018,"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."}}