{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764399,0.0004192217,0.0002435854,0.001012699,0.0007706709,0.0005650987,0.0002047984,0.0003766707,0.008529825],"category_scores_gemma":[0.0003413946,0.0001643579,0.0002703139,0.0009372329,0.0002887876,0.0004933851,0.0006172077,0.0003635412,0.00170287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225863,"about_ca_system_score_gemma":0.0003141671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486592,"about_ca_topic_score_gemma":0.009635449,"domain_scores_codex":[0.9998418,0.00001591938,0.000006541391,0.00004048024,0.00006718222,0.000028],"domain_scores_gemma":[0.9997641,0.00004446243,0.00008919322,0.00001585579,0.00003300508,0.00005342509],"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":[0.00065534,0.00005132892,0.1771944,0.001367048,0.0001043771,0.002658284,0.0006000458,0.0004579921,0.649314,0.001316335,0.009257234,0.1570236],"study_design_scores_gemma":[0.00002275768,0.0002852519,0.8196053,0.0006100668,0.0001422177,0.006541542,0.001993912,0.001806385,0.07757361,0.001577318,0.0897845,0.00005710128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231434,0.008524613,0.01680348,0.0008807771,0.0003200426,0.0001070094,0.01982156,0.0007292062,0.02966984],"genre_scores_gemma":[0.9406738,0.006183831,0.02999799,0.0004814827,0.0001378059,0.00006970156,0.01192269,0.0001011275,0.01043164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008529825,"threshold_uncertainty_score":0.02853507,"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."}}