{"id":"W4206262204","doi":"10.1111/jeb.13979","title":"Genotype diversity promotes the persistence of <i>Daphnia</i> populations exposed to severe copper stress","year":2022,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Daphnia; Persistence (discontinuity); Population; Ecology; Genetic diversity; Zoology; Extinction (optical mineralogy); Genetic variation; Demography; Genetics; Zooplankton","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238166,0.00008619318,0.0001368714,0.00006807259,0.0003993791,0.000002625713,0.0003986408,0.00006117782,0.00008409252],"category_scores_gemma":[0.0000950234,0.00006816583,0.0001400124,0.0001531648,0.0001194752,0.000004059742,0.0005848734,0.0001416871,0.000001770323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000477538,"about_ca_system_score_gemma":0.0001428955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001683644,"about_ca_topic_score_gemma":0.00003155814,"domain_scores_codex":[0.9990686,0.0002035043,0.0002832707,0.0001385091,0.0001587641,0.0001473487],"domain_scores_gemma":[0.999217,0.00002110534,0.0002475789,0.0001940214,0.0002558138,0.00006444458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009686437,0.0005714229,0.4598378,0.00002264493,0.0002948555,0.000007826285,0.0008435243,0.049144,0.4432939,0.002460208,0.04178316,0.0007720102],"study_design_scores_gemma":[0.002989332,0.009789457,0.8423251,0.00003785587,0.0002898494,0.001636888,0.005220291,0.002176727,0.006413502,0.004213954,0.1240567,0.000850362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940456,0.001641987,0.001598031,0.001576681,0.0004414108,0.0001529671,0.0002409487,0.000003110784,0.0002993045],"genre_scores_gemma":[0.9973045,0.00004994806,0.00178272,0.0003632978,0.0001158039,0.000003767509,0.00007384761,0.000005922142,0.0003002057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4368804,"threshold_uncertainty_score":0.3071741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643922905175412,"score_gpt":0.252064114685421,"score_spread":0.2256248856336669,"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."}}