{"id":"W4394105404","doi":"10.6084/m9.figshare.22618271","title":"Additional file 10 of The impact of culture systems on the gut microbiota and gut metabolome of bighead carp (Hypophthalmichthys nobilis)","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hypophthalmichthys; Bighead carp; Metabolome; Biology; Gut flora; Zoology; Fishery; Carp; Fish <Actinopterygii>; Metabolomics; Bioinformatics; Silver carp; Immunology","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":[0.001289419,0.001660218,0.001670533,0.002528395,0.0008639569,0.00214612,0.002117244,0.001875213,0.4729267],"category_scores_gemma":[0.0117599,0.0005987164,0.001845915,0.003648099,0.0003363188,0.001331909,0.001496837,0.001376128,0.09304281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084021,"about_ca_system_score_gemma":0.002376828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054569,"about_ca_topic_score_gemma":0.021608,"domain_scores_codex":[0.9992326,0.0001156882,0.0001080642,0.0002861109,0.0001429092,0.0001146045],"domain_scores_gemma":[0.9938692,0.004085527,0.0004052683,0.000505566,0.0008684372,0.0002659082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003686998,0.00007945675,0.003990769,0.006899032,0.0002408575,0.00007277843,0.00006032214,0.0006775229,0.0004175794,0.0005396576,0.9821263,0.004527057],"study_design_scores_gemma":[0.003737,0.0001769656,0.03880347,0.003945239,0.0005861903,0.0003284429,0.0002616964,0.001341931,0.001212439,0.00568473,0.9437771,0.000144809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000620185,0.00002286665,0.0000307705,0.00002096443,0.000006651479,0.000007562104,0.9996588,0.00007325673,0.0001171563],"genre_scores_gemma":[0.001300256,0.0000655228,0.0005105389,0.0001080346,0.00001083529,0.0002364854,0.9964744,0.0001357997,0.001158017],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4729267,"threshold_uncertainty_score":0.751806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261088363050975,"score_gpt":0.2528033267553373,"score_spread":0.2301924431248276,"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."}}