{"id":"W2552587308","doi":"10.1002/bies.201600176","title":"What drives parallel evolution?","year":2016,"lang":"en","type":"review","venue":"BioEssays","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Biology; Computational biology; Evolutionary biology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009744016,0.0005922548,0.001239075,0.000912909,0.0004745271,0.002047669,0.001394595,0.002601511,0.002842229],"category_scores_gemma":[0.001752283,0.000301405,0.0005900816,0.001098675,0.002564043,0.004469479,0.0009246397,0.001759008,0.001769489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156214,"about_ca_system_score_gemma":0.001264342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009135572,"about_ca_topic_score_gemma":0.0006165148,"domain_scores_codex":[0.9996333,0.00009208314,0.00002725718,0.0001297621,0.00007125941,0.00004631309],"domain_scores_gemma":[0.9994007,0.0002923777,0.0001154883,0.0000499802,0.00009013758,0.0000513232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001362505,0.00006242634,0.002517247,0.01353811,0.0003445563,0.001266785,0.0006061302,0.002778826,0.01021823,0.2974102,0.01916452,0.6519567],"study_design_scores_gemma":[0.00003367769,0.0001231272,0.002986979,0.003488491,0.0002003012,0.003829942,0.0005013929,0.001388864,0.00627597,0.2073938,0.7736852,0.00009217981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002567198,0.9784725,0.005106566,0.006118068,0.0006952148,0.00001529361,0.00008005541,0.00006397449,0.006881104],"genre_scores_gemma":[0.0327897,0.959173,0.001944994,0.002288244,0.000731623,0.00004003704,0.000121153,0.00002535038,0.002885881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002842229,"threshold_uncertainty_score":0.009508193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937923239963879,"score_gpt":0.316451993942354,"score_spread":0.2970727615427152,"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."}}