{"id":"W2126241275","doi":"10.1534/genetics.104.027797","title":"A Novel Solution for the Time-Dependent Probability of Gene Fixation or Loss Under Natural Selection","year":2004,"lang":"en","type":"article","venue":"Genetics","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Human Genome Research Institute","keywords":"Biology; Natural selection; Genetics; Selection (genetic algorithm); Fixation (population genetics); Gene; Computational biology; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002245069,0.0008952398,0.0009760956,0.001212444,0.0009453781,0.001249196,0.002705222,0.003333978,0.004491168],"category_scores_gemma":[0.01113883,0.0007091275,0.001249008,0.0008215068,0.001445688,0.003406853,0.001463669,0.002557239,0.0009306924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574853,"about_ca_system_score_gemma":0.001810724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176923,"about_ca_topic_score_gemma":0.00151277,"domain_scores_codex":[0.9993537,0.0001513904,0.00003955662,0.00015626,0.0002140637,0.00008496056],"domain_scores_gemma":[0.9984556,0.0008380384,0.0001487357,0.00008659341,0.0003681369,0.0001028307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003724935,0.00004672481,0.0007767765,0.0002244552,0.00006719845,0.0004779399,0.0003093222,0.1982984,0.003952262,0.760045,0.004901101,0.03086354],"study_design_scores_gemma":[0.00005350127,0.00004498364,0.0003536823,0.00005589976,0.00003685145,0.000323759,0.00004457504,0.6601878,0.00120161,0.3273727,0.01025362,0.00007108298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006867864,0.0005693265,0.9859261,0.001382377,0.0004243329,0.00005745652,0.00007007255,0.00008181958,0.00462073],"genre_scores_gemma":[0.2305299,0.003053692,0.7207341,0.00146785,0.001018599,0.0006621832,0.0001793505,0.0003154298,0.04203896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004491168,"threshold_uncertainty_score":0.01502448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319075455319151,"score_gpt":0.2561109068774853,"score_spread":0.2429201523242938,"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."}}