{"id":"W3026891741","doi":"10.1101/2020.05.19.102806","title":"Microbial diversity of the glass sponge <i>Vazella pourtalesii</i> in response to anthropogenic activities","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Tracking Network; Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Executive Agency for Small and Medium-sized Enterprises; European Commission","keywords":"Biology; Ecology; Microbial population biology; Marine reserve; Biodiversity; Marine ecosystem; Sponge; Metagenomics; Marine protected area; Habitat; Ecosystem; Botany; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00009787842,0.0002598936,0.0002110232,0.0004160639,0.0002782911,0.0004719424,0.0001519927,0.0002240437,0.0007095798],"category_scores_gemma":[0.0002781935,0.000142733,0.0002086753,0.0002879229,0.0003387992,0.0001673716,0.0005019078,0.0001774825,0.0001272261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976272,"about_ca_system_score_gemma":0.000292028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747069,"about_ca_topic_score_gemma":0.0219388,"domain_scores_codex":[0.9998467,0.00001100565,0.0000106375,0.00005837974,0.00003489136,0.00003831413],"domain_scores_gemma":[0.9997758,0.00002568557,0.00008509897,0.00001126709,0.00005843781,0.00004376644],"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":[0.0003264519,0.00002743824,0.2857902,0.0001202134,0.00004794476,0.0002836261,0.0009009096,0.000171178,0.7062402,0.00003159917,0.0000603934,0.00599975],"study_design_scores_gemma":[0.000003397664,0.0001602033,0.9881424,0.000005123255,0.00001508115,0.0001844979,0.0005207392,0.0001494746,0.0105238,0.000006690611,0.0002834605,0.000005109694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996291,0.00003558757,0.00004599852,0.000005391398,0.000001048577,0.000004491615,0.0001132446,0.000002109852,0.0001629719],"genre_scores_gemma":[0.99927,0.00003679644,0.0001872181,0.00001355133,0.000001385562,0.000008455685,0.0002167852,0.000001256859,0.0002644439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747069,"threshold_uncertainty_score":0.034738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108062310561787,"score_gpt":0.2165030451212772,"score_spread":0.2056968140650985,"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."}}