{"id":"W3048422200","doi":"10.1128/msystems.00473-20","title":"Microbial Strategies for Survival in the Glass Sponge <i>Vazella pourtalesii</i>","year":2020,"lang":"en","type":"article","venue":"mSystems","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; European Commission; Horizon 2020 Framework Programme; Government of Canada","keywords":"Sponge; Microbiome; Biology; Botany; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000995568,0.0002394751,0.0001248336,0.0003191525,0.0003240538,0.0006235119,0.0002021541,0.0003206567,0.0006717319],"category_scores_gemma":[0.0001687015,0.0001088894,0.0001394235,0.0001478984,0.0002998693,0.0002899545,0.0005720232,0.0001863137,0.0003182313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006044878,"about_ca_system_score_gemma":0.0005170021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00487928,"about_ca_topic_score_gemma":0.007041586,"domain_scores_codex":[0.9998944,0.00001404782,0.00000551558,0.00002698004,0.00001419616,0.00004488347],"domain_scores_gemma":[0.9998823,0.00001419737,0.00003692335,0.000006863211,0.0000197604,0.00003987351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000136502,0.0000219235,0.03077533,0.0001018505,0.00001286181,0.0002579162,0.0003532546,0.0001595841,0.9616438,0.0003590015,0.00006443818,0.006113541],"study_design_scores_gemma":[0.00002167557,0.0007620526,0.8786021,0.00004756084,0.00005073923,0.001090348,0.003157635,0.002676283,0.1076685,0.0006661749,0.005216171,0.00004090241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979821,0.0005289898,0.0002579384,0.00006472111,0.000003396776,0.00000732907,0.0001248107,0.00001158685,0.001019062],"genre_scores_gemma":[0.9990048,0.0001383674,0.0002081473,0.00001597086,0.000001824778,0.000005758471,0.0001218537,0.000002003996,0.0005013619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00487928,"threshold_uncertainty_score":0.009701729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154189501662855,"score_gpt":0.2492916725233943,"score_spread":0.2277497775067658,"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."}}