{"id":"W2035225116","doi":"10.1111/mec.12281","title":"Molecular hyperdiversity and evolution in very large populations","year":2013,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences","keywords":"Biology; Genome; Evolutionary biology; Molecular evolution; Genetics; Adaptation (eye); Caenorhabditis elegans; Natural selection; Selection (genetic algorithm); 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":[0.0001078888,0.0001303124,0.0001316129,0.000100442,0.00007289663,0.00001453384,0.0001115279,0.0002204988,0.0000519487],"category_scores_gemma":[0.00006970403,0.0001521288,0.00005525133,0.000114948,0.00007420493,0.000006104744,0.000199929,0.0000961777,0.00005049671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004202366,"about_ca_system_score_gemma":0.00004377272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008084507,"about_ca_topic_score_gemma":0.0004156276,"domain_scores_codex":[0.9990045,0.0001091555,0.0001637526,0.0003347001,0.00007623515,0.0003116734],"domain_scores_gemma":[0.9995551,0.000004691848,0.00004366243,0.0002447259,0.00006520833,0.00008660089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002048343,0.0001753008,0.5486568,0.00001404469,0.00004102417,0.00003289235,0.00003494821,0.002617292,0.437145,0.009928958,0.001027626,0.000305628],"study_design_scores_gemma":[0.0009280714,0.0001573571,0.9873711,0.000003095637,0.00001772483,0.00003075878,0.0000789347,0.004476427,0.002198647,0.00364793,0.0008534316,0.0002364985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817517,0.0004542126,0.01593798,0.0004186585,0.0001153836,0.000259997,0.000009400496,0.00001357325,0.001039114],"genre_scores_gemma":[0.997606,0.00002776234,0.001262354,0.0007243085,0.00001813854,0.00003022247,0.000122008,0.0000144943,0.0001946606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387144,"threshold_uncertainty_score":0.6203634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004550901213846571,"score_gpt":0.2170246577101597,"score_spread":0.2124737564963131,"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."}}