{"id":"W3010454153","doi":"10.20944/preprints202002.0388.v1","title":"Identification and Characterization of Biosynthetic Gene Clusters from Halophilic Marine Fungus Eurotium rubrum","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Council of Scientific and Industrial Research, India; Department of Biotechnology, Ministry of Science and Technology, India","keywords":"Halophile; Biology; Polyketide synthase; Gene cluster; Gene; Genome; Computational biology; Fungus; Drug discovery; Polyketide; Microbiology; Genetics; Bacteria; Biochemistry; Biosynthesis; Botany","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":[0.0001605065,0.0004560365,0.0004689374,0.0009740462,0.000227809,0.0005891476,0.0002742051,0.0003950429,0.0005042571],"category_scores_gemma":[0.0004243586,0.0001606677,0.0006340905,0.001177866,0.0001729412,0.0002737446,0.0003406438,0.0004508146,0.0006085142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174421,"about_ca_system_score_gemma":0.000402647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605085,"about_ca_topic_score_gemma":0.001319124,"domain_scores_codex":[0.9997866,0.00001684647,0.00002413938,0.00009298234,0.00004464423,0.0000347231],"domain_scores_gemma":[0.9997869,0.00003795218,0.00006853821,0.00002417865,0.00003310984,0.00004930981],"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":[0.0002577961,0.00005311968,0.00686155,0.0002543789,0.00001832002,0.0004153707,0.0002053296,0.0004136545,0.979251,0.00009855589,0.0001444024,0.01202652],"study_design_scores_gemma":[0.000116766,0.0006419391,0.4147332,0.0002255828,0.0003787899,0.004811154,0.00135817,0.009309936,0.5305057,0.0007609499,0.03703715,0.0001205703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779228,0.003166198,0.006930255,0.0001946033,0.00003032935,0.00007920108,0.01009563,0.0001648196,0.001416151],"genre_scores_gemma":[0.9211271,0.002867776,0.0385972,0.0001818381,0.00003658571,0.00009909505,0.03451856,0.0001510411,0.002420766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001605085,"threshold_uncertainty_score":0.003191531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06087807114741448,"score_gpt":0.2848201273084177,"score_spread":0.2239420561610032,"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."}}