{"id":"W4411709720","doi":"10.1038/s41467-025-61008-5","title":"The microbiota vault initiative: safeguarding Earth’s microbial heritage for future generations","year":2025,"lang":"en","type":"review","venue":"Nature Communications","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Universität Zürich; Gebert Rüf Stiftung; Eidgenössische Technische Hochschule Zürich; Seerave Foundation","keywords":"Safeguarding; Vault (architecture); Earth (classical element); Environmental resource management; Geography; Medicine; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002060334,0.001118218,0.001050194,0.002713318,0.0004565432,0.001797547,0.00149629,0.002623106,0.004871655],"category_scores_gemma":[0.001988338,0.0002470102,0.0006283814,0.00211955,0.0008607546,0.002367462,0.002322684,0.003386446,0.002867721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132432,"about_ca_system_score_gemma":0.004260714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208658,"about_ca_topic_score_gemma":0.003425254,"domain_scores_codex":[0.9994814,0.0001006064,0.00004492127,0.00004753898,0.000239769,0.00008585783],"domain_scores_gemma":[0.9991143,0.0003294052,0.0001174999,0.00003206614,0.0002091683,0.0001974467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000055184,0.00004528844,0.0000900001,0.0104548,0.00006006046,0.0001148478,0.00008628465,0.000157192,0.001040564,0.007899574,0.06840761,0.9115885],"study_design_scores_gemma":[0.000009416883,0.00003284023,0.0002236053,0.003361386,0.00003089603,0.000226552,0.0000416396,0.00002007958,0.0002550735,0.001378033,0.9944113,0.00000925775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007697974,0.9952701,0.0001701635,0.001351406,0.0008188764,0.000008831644,0.0000325886,0.0000182945,0.002252929],"genre_scores_gemma":[0.0006383542,0.9964754,0.0002995543,0.0008448076,0.0002728764,0.00001220522,0.00008144659,0.000006155823,0.001369103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004871655,"threshold_uncertainty_score":0.01629734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165413357803033,"score_gpt":0.3728738968498278,"score_spread":0.3412197632717975,"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."}}