{"id":"W4394417506","doi":"10.6084/m9.figshare.22649416","title":"Additional file 10 of Metabolic independence drives gut microbial colonization and resilience in health and disease","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Colonization; Resilience (materials science); Disease; Independence (probability theory); Biology; Microbiology; Medicine; Internal medicine; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001014617,0.001606814,0.001486414,0.001829882,0.000775705,0.001950037,0.001718601,0.001568004,0.5008751],"category_scores_gemma":[0.01225152,0.0005416989,0.00161024,0.003485207,0.000312676,0.001321963,0.00136563,0.001257024,0.07171467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008820527,"about_ca_system_score_gemma":0.001422999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009308276,"about_ca_topic_score_gemma":0.01755378,"domain_scores_codex":[0.9993693,0.0001067028,0.00006823052,0.0002564949,0.00009094674,0.0001083792],"domain_scores_gemma":[0.994553,0.00378196,0.0004058311,0.0004832223,0.0004889445,0.0002869995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00037934,0.00006209397,0.006531198,0.004812496,0.0001956084,0.00007244637,0.00006630172,0.0006769422,0.0002888614,0.000666362,0.9816402,0.004608089],"study_design_scores_gemma":[0.004925376,0.0002530776,0.05660491,0.004539124,0.000596253,0.0006157054,0.0003579455,0.002069344,0.00110408,0.008545045,0.9202355,0.0001536994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000101373,0.00002816134,0.00004021707,0.00002921987,0.000006367442,0.000007358708,0.9995613,0.00007174797,0.0001543276],"genre_scores_gemma":[0.002550716,0.00008091995,0.0005930246,0.0001497482,0.00001696317,0.0002086132,0.9952282,0.0001491741,0.00102259],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5008751,"threshold_uncertainty_score":0.7119411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291444455995562,"score_gpt":0.2712810887948627,"score_spread":0.2583666442349071,"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."}}