{"id":"W4401610945","doi":"10.1101/2024.08.14.607994","title":"A test for microbiome-mediated rescue via host phenotypic plasticity in <i>Daphnia</i>","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; National Institutes of Health; Canada First Research Excellence Fund","keywords":"Host (biology); Phenotypic plasticity; Biology; Microbiome; Daphnia; Phenotype; Plasticity; Evolutionary biology; Genetics; Ecology; Gene","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":[0.0002970335,0.0002546563,0.0003627291,0.0001702139,0.0002508508,0.0003130534,0.0003595547,0.0003489682,0.001248213],"category_scores_gemma":[0.0003818002,0.0001491776,0.000273194,0.0001628648,0.0003302708,0.0002202946,0.0007292565,0.0007153511,0.0001614882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334932,"about_ca_system_score_gemma":0.0002998907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611311,"about_ca_topic_score_gemma":0.00223508,"domain_scores_codex":[0.9996433,0.00005891087,0.00004186371,0.0001142687,0.00009201576,0.0000497216],"domain_scores_gemma":[0.9993359,0.0001483658,0.0002243686,0.00008199688,0.00008774024,0.0001214985],"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":[0.0002437565,0.00006256843,0.004937539,0.00003819133,0.00001481988,0.00002912384,0.00003226001,0.00006126147,0.9933514,0.00003163661,0.00005540291,0.001142116],"study_design_scores_gemma":[0.00003228757,0.003381099,0.3693114,0.00001081211,0.0000699389,0.0002013494,0.0003786514,0.001468844,0.6233846,0.0001005621,0.001634037,0.00002642523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976876,0.00006059578,0.0007827354,0.0000772391,0.00001132971,0.00003320676,0.0007484711,0.00003821119,0.0005608022],"genre_scores_gemma":[0.9961953,0.00004792659,0.001487847,0.0001715874,0.000004575907,0.00009808478,0.0007381095,0.00002335929,0.001233183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001611311,"threshold_uncertainty_score":0.004175663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008396302295712409,"score_gpt":0.2244952547524683,"score_spread":0.2160989524567559,"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."}}