{"id":"W4283747680","doi":"10.1101/2022.06.26.497683","title":"Genotype-environment interactions determine microbiota plasticity in <i>Nematostella vectensis</i>","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Biology; Genotype; Microbial population biology; Host (biology); Colonization; Phenotypic plasticity; 16S ribosomal RNA; Ecology; Population; Community structure; Zoology; Bacteria; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008190393,0.0002314504,0.0002151463,0.0002955739,0.0002071765,0.0003890286,0.0001323528,0.0001679942,0.0005889963],"category_scores_gemma":[0.0002138761,0.0001427454,0.000149342,0.0002130169,0.0001815654,0.0001765784,0.0002766594,0.0002197639,0.0001014676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285604,"about_ca_system_score_gemma":0.0002242773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004437577,"about_ca_topic_score_gemma":0.01412065,"domain_scores_codex":[0.9998765,0.00001687475,0.00001352867,0.00004137388,0.0000287731,0.00002297734],"domain_scores_gemma":[0.9998086,0.00003326238,0.00006722165,0.00001154591,0.00004220108,0.00003713285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001636206,0.00002870443,0.05346996,0.00003518571,0.00001992132,0.00007282296,0.00008029809,0.00007472622,0.9441815,0.00001545804,0.00002433889,0.001833382],"study_design_scores_gemma":[0.000003817723,0.0001539831,0.9778003,0.000003994942,0.00001770114,0.0001208565,0.0002337753,0.0003958625,0.02102029,0.00001198466,0.000230631,0.000006777459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996653,0.00003326332,0.0000566072,0.000003497219,9.510122e-7,0.000002380504,0.0001094653,0.000002770205,0.0001257166],"genre_scores_gemma":[0.9992214,0.00003914977,0.0002375529,0.00001131417,0.000001187201,0.000008034165,0.0002915593,0.000004219233,0.0001854158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004437577,"threshold_uncertainty_score":0.008823454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206278780777447,"score_gpt":0.206187113617521,"score_spread":0.1941243258097465,"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."}}