{"id":"W4409251180","doi":"10.1098/rspb.2025.0365","title":"A test for microbiome-mediated rescue via host phenotypic plasticity in <i>Daphnia</i>","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Victoria","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; National Institutes of Health; Canada First Research Excellence Fund","keywords":"Phenotypic plasticity; Biology; Microbiome; Daphnia; Daphnia magna; Host (biology); Adaptation (eye); Phenotype; Ecology; Population; Genetics; 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":[0.0002383926,0.0003418688,0.0003436848,0.0001563467,0.0002772572,0.0004002309,0.000344586,0.0004900841,0.00116517],"category_scores_gemma":[0.0004883829,0.0001926437,0.0003155717,0.0001690514,0.0004835498,0.0002678613,0.0008060979,0.001003912,0.0001347659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155302,"about_ca_system_score_gemma":0.0003608493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617363,"about_ca_topic_score_gemma":0.002297262,"domain_scores_codex":[0.9996057,0.00006135669,0.00004328872,0.0001515336,0.00007617867,0.0000619847],"domain_scores_gemma":[0.9992222,0.0001715753,0.0002371511,0.0001036003,0.00007921574,0.0001863097],"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":[0.0005479385,0.0001142983,0.00474298,0.00003691152,0.00002296754,0.00003329441,0.00005786178,0.00007036431,0.9932996,0.00004255366,0.00002545043,0.00100581],"study_design_scores_gemma":[0.00005350635,0.007399148,0.4715891,0.00001062559,0.0001122341,0.0002271429,0.0004692741,0.001614447,0.5171741,0.0001973474,0.001117978,0.00003513057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998652,0.00003869976,0.0003935847,0.00004250715,0.000008049275,0.00002241938,0.0003988037,0.00001577666,0.0004280637],"genre_scores_gemma":[0.9974196,0.00003704921,0.001052217,0.0001070764,0.000003555396,0.00009012093,0.000422167,0.00001474194,0.0008535262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001617363,"threshold_uncertainty_score":0.003897905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009827196333901153,"score_gpt":0.2194848762234775,"score_spread":0.2096576798895763,"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."}}