{"id":"W2945939994","doi":"10.1111/evo.13768","title":"Parasite resistance predicts fitness better than fecundity in a natural population of the freshwater snail<i>Potamopyrgus antipodarum</i>","year":2019,"lang":"en","type":"article","venue":"Evolution","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Biology; Fecundity; Population; Asexuality; Zoology; Ecology; Asexual reproduction; Natural population growth; Snail; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001678301,0.0001163628,0.0001200158,0.00004129404,0.0000472694,0.000008716946,0.000172639,0.000139996,0.0000114066],"category_scores_gemma":[0.0000362241,0.00009266332,0.00008274341,0.000150152,0.00006038559,0.000009280348,0.00008135346,0.0001153001,0.00000959118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005751022,"about_ca_system_score_gemma":0.00003446819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173157,"about_ca_topic_score_gemma":0.009473633,"domain_scores_codex":[0.99902,0.0001102074,0.0002275173,0.0002594793,0.0001828069,0.0002000292],"domain_scores_gemma":[0.9993973,0.00000633084,0.0001205285,0.0003905455,0.000059461,0.00002579186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009991926,0.00003574285,0.8984354,0.00003294156,0.00001133118,2.731199e-7,0.000035847,0.0007322952,0.09934904,0.0002018148,0.001001306,0.0000640595],"study_design_scores_gemma":[0.0005384397,0.00003675767,0.9889165,0.00004466487,0.000007959939,0.000002542506,0.00001295145,0.002871582,0.005463507,0.0004748988,0.001509917,0.000120298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977272,0.0004788855,0.0004020702,0.0002568202,0.0004960241,0.0002750487,0.00004535252,0.000008631503,0.0003099494],"genre_scores_gemma":[0.9974678,0.00001424555,0.0002401942,0.00009873081,0.00008618465,0.000007351796,0.0002098697,0.00001166803,0.001864001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09388553,"threshold_uncertainty_score":0.5286509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002771923707130416,"score_gpt":0.2080255037726047,"score_spread":0.2052535800654743,"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."}}