{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921732,0.0001218137,0.0001392194,0.00001203807,0.00004410442,0.00005556954,0.0002601914,0.00008936095,0.00000377455],"category_scores_gemma":[0.00005577217,0.00008486227,0.00007556466,0.00008713925,0.00002661453,0.000003061768,0.00005400601,0.00008333317,0.000006183755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004611189,"about_ca_system_score_gemma":0.00005163796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007770756,"about_ca_topic_score_gemma":0.000227332,"domain_scores_codex":[0.9991782,0.000085436,0.0001721605,0.0002798353,0.00008568615,0.0001986422],"domain_scores_gemma":[0.9996588,0.00001890015,0.00005143908,0.0001962706,0.00003726183,0.00003731267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003306464,0.00004334468,0.0017139,0.0002515039,0.00003671507,0.00001140685,0.0003725437,0.00006998627,0.9606254,0.001875473,0.03395942,0.0007096893],"study_design_scores_gemma":[0.001502206,0.0005308541,0.001793639,0.00002052353,0.00002115671,0.00003615845,0.002069375,0.0002190717,0.04782494,0.00008238138,0.9455168,0.0003828462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914293,0.000904304,0.0001865886,0.003416308,0.0004667661,0.0005949443,0.00004490919,0.00001224971,0.002944598],"genre_scores_gemma":[0.9973593,0.00002633248,0.00005613525,0.0006855997,0.001313245,0.0000220783,0.0001006634,0.00001429974,0.0004223179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9128004,"threshold_uncertainty_score":0.3460583,"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."}}