{"id":"W2898786045","doi":"10.1534/g3.118.200797","title":"Fitness and Genomic Consequences of Chronic Exposure to Low Levels of Copper and Nickel in<i>Daphnia pulex</i>Mutation Accumulation Lines","year":2018,"lang":"en","type":"article","venue":"G3 Genes Genomes Genetics","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Daphnia pulex; Mutation Accumulation; Mutation rate; Biology; Mutation; Genetics; Genetic load; Population; Daphnia; Zoology; Gene; Inbreeding","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":[0.0001763302,0.0001838878,0.0002386467,0.0001221782,0.00005101644,0.00001463942,0.0001461409,0.0001729295,0.00001300958],"category_scores_gemma":[0.00001367869,0.0001919898,0.00003767865,0.0001594575,0.0004121243,0.000005164747,0.0001518254,0.00004035502,0.000002569338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002102028,"about_ca_system_score_gemma":0.0001729659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000203159,"about_ca_topic_score_gemma":0.0004042611,"domain_scores_codex":[0.9987828,0.00006335422,0.0004390694,0.0003670673,0.0001254779,0.0002222215],"domain_scores_gemma":[0.9991913,0.00001697621,0.0001727878,0.0002916272,0.0002398571,0.00008737975],"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":[0.00004941386,0.0000295363,0.03969605,0.00009670232,0.00002905607,5.527766e-7,0.000283319,0.007400369,0.8429105,0.00003539565,0.00001772007,0.1094513],"study_design_scores_gemma":[0.001882127,0.002700148,0.3423839,0.00008613785,0.00007310634,0.00005476345,0.0004524194,0.0073705,0.638339,0.0004815021,0.005524553,0.0006518278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985859,0.09861694,0.0021871,0.00007209501,0.0001132282,0.0002916699,0.00008635789,0.000004676132,0.00004206876],"genre_scores_gemma":[0.9779063,0.01734975,0.004274231,0.00008678468,0.000161562,0.00001157088,0.00005554026,0.00002213225,0.000132142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3026878,"threshold_uncertainty_score":0.7829118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069091356086133,"score_gpt":0.2916132436569562,"score_spread":0.2709223300960948,"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."}}