{"id":"W4372402539","doi":"10.1007/s00248-023-02228-4","title":"Bacterial Diversity in Egg Capsular Fluid of the Spotted Salamander Ambystoma maculatum Decreases with Embryonic Development","year":2023,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Symbiosis; Salamander; Zoology; Ecology; Embryogenesis; Microbiome; Bacteria; Embryo; Cell biology; Genetics","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":[0.00006181803,0.0001179239,0.0001091809,0.0003122884,0.0001304933,0.0002629669,0.0001050684,0.0002144918,0.0006752972],"category_scores_gemma":[0.0002651534,0.0001320302,0.00008286663,0.0001094305,0.0002238366,0.0002172772,0.0002593295,0.0002620304,0.000148762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647918,"about_ca_system_score_gemma":0.0001331069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723773,"about_ca_topic_score_gemma":0.002845771,"domain_scores_codex":[0.9999449,0.000005665488,0.000003246693,0.00001609171,0.00001251929,0.00001762276],"domain_scores_gemma":[0.9998023,0.00003281219,0.00007672668,0.000008698496,0.00003521155,0.00004433507],"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":[0.0002729896,0.00002865807,0.1394235,0.00002524974,0.00001409504,0.0001106281,0.0002015233,0.00007331562,0.8562953,0.00004813804,0.00005341068,0.003453113],"study_design_scores_gemma":[0.000002231852,0.0001485358,0.9661004,0.000001814327,0.000007032326,0.0001199748,0.0002005896,0.0001961785,0.03303527,0.00002107931,0.0001630223,0.000003812123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996872,0.00006385116,0.00004456131,0.000007740081,8.680173e-7,7.236761e-7,0.00006753746,0.000001903976,0.0001255828],"genre_scores_gemma":[0.9993916,0.00004389878,0.00007312553,0.00001093518,0.000001359657,0.000002557956,0.0001266088,0.000001752481,0.0003482272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001723773,"threshold_uncertainty_score":0.003427446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00837493503894065,"score_gpt":0.1874592841343528,"score_spread":0.1790843490954122,"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."}}