{"id":"W2127417876","doi":"10.1073/pnas.0403151101","title":"Host–parasite interactions and the evolution of ploidy","year":2004,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Ploidy; Biology; Host (biology); Parasite hosting; Genetics; Selection (genetic algorithm); Evolutionary biology; Gene","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":[0.0004755112,0.00004240572,0.00006228483,0.00004254096,0.00009947288,0.000005527885,0.000247491,0.00003883274,0.000001429714],"category_scores_gemma":[0.0002498276,0.00002487867,0.00004447708,0.0001976918,0.001050439,0.00001133031,0.00008685609,0.00005534185,2.053926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001441321,"about_ca_system_score_gemma":0.00003361934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000166455,"about_ca_topic_score_gemma":9.310091e-7,"domain_scores_codex":[0.9994024,0.000004590231,0.0001586797,0.0001065836,0.0002709251,0.00005681174],"domain_scores_gemma":[0.9995964,0.0000172645,0.0002042986,0.000007137895,0.0001622044,0.00001267306],"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":[0.00003253334,0.00002416971,0.003804801,0.00001419901,0.00001368721,2.873985e-10,0.00009336185,0.0005835918,0.8765832,0.1187116,0.000095122,0.00004366809],"study_design_scores_gemma":[0.001287318,0.0001364549,0.3099072,0.0000820014,0.00003367207,0.00002712274,0.0009107264,0.002328334,0.5881173,0.09645219,0.00059985,0.000117824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942566,0.0003359102,0.00005285682,0.002410579,0.00001417867,0.00009258368,0.000008396909,0.000001556488,0.002827305],"genre_scores_gemma":[0.9988766,0.00007287641,0.0007653671,0.00009957972,0.00003175448,0.000003434182,1.694361e-7,0.000001471974,0.0001487361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3061024,"threshold_uncertainty_score":0.3870386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378115008327421,"score_gpt":0.2933059346433065,"score_spread":0.2795247845600323,"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."}}