{"id":"W4293225584","doi":"10.21203/rs.3.rs-1241421/v2","title":"High-throughput Sequencing Reveals the Dominance of Shewanella Species in the Intestinal Microbiota of Barbour’s Seahorses (Hippocampus Barbouri)","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Biology; Dominance (genetics); Gut flora; Seahorse; Ecology; Zoology; Genetics; Gene; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005007472,0.0002112178,0.0004213092,0.00005393246,0.0003305696,0.00009224928,0.001644121,0.0001549832,0.0006082241],"category_scores_gemma":[0.001107063,0.00007034014,0.0001789089,0.0009826187,0.0005304617,0.00006086725,0.001199522,0.001255699,0.000006196964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975679,"about_ca_system_score_gemma":0.0002499136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001901,"about_ca_topic_score_gemma":0.001813136,"domain_scores_codex":[0.995372,0.001974801,0.000648828,0.0004575668,0.001090539,0.000456268],"domain_scores_gemma":[0.9956552,0.003188896,0.0003628404,0.0003742237,0.0003786605,0.00004020162],"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":[0.0006343401,0.0008476925,0.1667645,0.002851574,0.000176503,0.0001650837,0.01789367,0.002804211,0.7408613,0.02887617,0.01835235,0.01977264],"study_design_scores_gemma":[0.0005439981,0.001587103,0.7947837,0.003802237,0.00006709681,0.00004388265,0.08054256,0.0006914484,0.0265312,0.08336054,0.007233139,0.0008131352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913886,0.0009653193,0.000003572957,0.005518128,0.0001112437,0.001014857,0.0001539971,0.00001154905,0.0008327255],"genre_scores_gemma":[0.998429,0.0004252222,0.0001387312,0.0001163598,0.0002671781,0.0001378859,0.00009689938,0.000002567441,0.0003861562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7143301,"threshold_uncertainty_score":0.9965733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026047599994639,"score_gpt":0.3301060315098283,"score_spread":0.2275012715103645,"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."}}