{"id":"W4298141685","doi":"10.1186/s40168-022-01363-3","title":"Microscopic marine invertebrates are reservoirs for cryptic and diverse protists and fungi","year":2022,"lang":"en","type":"article","venue":"Microbiome","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Tula Foundation; University of British Columbia Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Hakai Institute; Tula Foundation","keywords":"Biology; Marine invertebrates; Marine fungi; Invertebrate; Microbial ecology; Ecology; Mycology; Zoology; Botany; Bacteria; Paleontology","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":[0.00009445367,0.0001055352,0.0001060956,0.00004351973,0.0003215109,0.00002827111,0.0001294907,0.00005282359,0.00006881041],"category_scores_gemma":[0.00001248763,0.0001168838,0.00003180677,0.0000607095,0.00009896081,0.000003662872,0.0008173573,0.00005997011,0.000003300902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426127,"about_ca_system_score_gemma":0.0000211054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003331462,"about_ca_topic_score_gemma":0.00004206136,"domain_scores_codex":[0.9993758,0.0000345591,0.0000804157,0.0002937447,0.00003682967,0.0001786082],"domain_scores_gemma":[0.9997169,0.000006882411,0.00004774229,0.0001458437,0.00002796909,0.00005469977],"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":[0.0001127717,0.00003922363,0.06803566,0.0001104242,0.00004141404,0.000005942136,0.00007393381,0.000001791582,0.9229487,0.0000302371,0.008231063,0.0003688859],"study_design_scores_gemma":[0.00516685,0.001462517,0.1468967,0.00003309257,0.0001135212,0.0002118448,0.0009497297,0.00007012068,0.6199386,0.00107009,0.2231522,0.0009347067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976498,0.001041135,0.00003607254,0.000232119,0.00008691673,0.0004850755,0.0004208301,0.000008264068,0.0000397443],"genre_scores_gemma":[0.995681,0.00007931321,0.001022577,0.0004705133,0.00004724854,0.0000746291,0.0003748369,0.00001359128,0.002236234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.30301,"threshold_uncertainty_score":0.4766382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048790431561205,"score_gpt":0.2158991391951634,"score_spread":0.2054112348795514,"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."}}