{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005154974,0.0001045652,0.0003893894,0.00004873494,0.00007182812,0.00002609301,0.0002254214,0.00003200459,0.001018134],"category_scores_gemma":[0.0003034839,0.00005747724,0.0001005318,0.0003393133,0.0001076219,0.00006778791,0.00004408091,0.0002686803,0.00005995512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858558,"about_ca_system_score_gemma":0.0001071283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007446814,"about_ca_topic_score_gemma":7.412234e-7,"domain_scores_codex":[0.9989492,0.00002156097,0.0003439618,0.0001889264,0.0003595776,0.0001367758],"domain_scores_gemma":[0.9992683,0.0001110563,0.0003101518,0.00008957612,0.00006765132,0.0001532661],"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":[0.0003863351,0.0001070564,0.0005048639,0.0002945655,0.00007569032,0.0000478795,0.0001402999,0.000002236374,0.7215242,0.0002829213,0.0994398,0.1771942],"study_design_scores_gemma":[0.001213821,0.001914707,0.004216498,0.002677932,0.0003999927,0.0001530585,0.0002827086,0.00002274633,0.665454,0.0005326951,0.3228242,0.0003076733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7855482,0.0142769,0.00001172307,0.1740307,0.0003445784,0.0004017172,0.000007663619,0.00002633892,0.02535225],"genre_scores_gemma":[0.967195,0.00349375,0.002408071,0.02609676,0.0007583649,1.774681e-7,0.00000117197,0.00000519123,0.00004156115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233844,"threshold_uncertainty_score":0.9998951,"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."}}