{"id":"W4324004245","doi":"10.1126/science.346.6215.1308","title":"A flock of genomes","year":2014,"lang":"en","type":"article","venue":"Science","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flock; Genome; Biology; Evolutionary biology; Computational biology; Genetics; Ecology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003304456,0.0005136707,0.0003939889,0.001782923,0.002037397,0.00125277,0.0006216256,0.0006795731,0.05630603],"category_scores_gemma":[0.001096879,0.0005030749,0.0006903668,0.001322377,0.0004492122,0.001422516,0.001417298,0.0008762506,0.009422607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362023,"about_ca_system_score_gemma":0.0005996765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008014261,"about_ca_topic_score_gemma":0.007599959,"domain_scores_codex":[0.9997793,0.00002912213,0.000009973693,0.0001086461,0.00003751189,0.00003543418],"domain_scores_gemma":[0.9996089,0.00006597867,0.00002584403,0.00007065233,0.00008645589,0.0001420827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007988877,0.0002907936,0.02256658,0.001012759,0.0003320274,0.002053147,0.002840583,0.009364323,0.1419903,0.07846597,0.290606,0.4496786],"study_design_scores_gemma":[0.0001212052,0.0003939908,0.04311419,0.0004015203,0.0001390749,0.0015171,0.00296157,0.008949373,0.007524784,0.03461033,0.9001558,0.0001110781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4693301,0.00810978,0.2113967,0.01385147,0.005851422,0.001827923,0.04024633,0.009180365,0.2402059],"genre_scores_gemma":[0.3722186,0.003747936,0.3414963,0.00404093,0.0004421181,0.0007873224,0.06047527,0.001993894,0.2147975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05630603,"threshold_uncertainty_score":0.1883625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152329386524185,"score_gpt":0.2036948126329957,"score_spread":0.1921715187677538,"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."}}