{"id":"W2910816174","doi":"10.3390/md17010042","title":"The Neglected Marine Fungi, Sensu stricto, and Their Isolation for Natural Products’ Discovery","year":2019,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Agriculture and Agri-Food Canada","funders":"","keywords":"Marine fungi; Isolation (microbiology); Biology; Sensu stricto; Natural (archaeology); Natural product; Marine species; Ecology; Zoology; Microbiology","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":[0.0002848242,0.0006120881,0.001492287,0.0001598633,0.0002223494,0.0001936147,0.0002155583,0.0002667229,0.00003172287],"category_scores_gemma":[0.0006180524,0.0002907862,0.0003869761,0.0005115941,0.00008722564,0.000129794,0.0004951343,0.00066858,0.00001916726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304446,"about_ca_system_score_gemma":0.0002549019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009516933,"about_ca_topic_score_gemma":0.00002008566,"domain_scores_codex":[0.9978871,0.0001060442,0.0006109799,0.0007805284,0.0001555752,0.0004597553],"domain_scores_gemma":[0.997864,0.000677629,0.0003938582,0.0007687736,0.000240061,0.00005564435],"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":[0.0001433026,0.00003772471,0.000008123309,0.01305982,0.0003328185,0.000001330866,0.00002504256,1.788334e-8,0.0004930948,0.00006864384,0.006360871,0.9794692],"study_design_scores_gemma":[0.0004867672,0.0001263293,0.0001246213,0.001547083,0.001068336,0.0001041577,0.00002007473,0.00003129666,0.0003439445,0.00003596534,0.9957302,0.0003811783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003045711,0.9915219,0.000004166493,0.00194319,0.001174343,0.004280892,0.0001178734,0.00007719803,0.0005758869],"genre_scores_gemma":[0.001095786,0.9465836,0.000217457,0.00009699541,0.001155519,0.00002034058,0.001745257,0.00009146344,0.04899361],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893694,"threshold_uncertainty_score":0.9999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961472858634531,"score_gpt":0.2662686337157776,"score_spread":0.2466539051294323,"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."}}