{"id":"W1592395964","doi":"10.1126/science.aaa4788","title":"Genomic signatures of evolutionary transitions from solitary to group living","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Beijing Institute of Genomics, Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; Swiss Institute of Bioinformatics; National Institutes of Health; National Science Foundation; Lundbeckfonden; Howard Hughes Medical Institute; Danmarks Frie Forskningsfond; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Group (periodic table); Evolutionary biology; Biology; Genetics; Computational biology; Physics","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":[0.00007807283,0.00009387955,0.0001633231,0.0005098787,0.0001655596,0.0003266525,0.0001450769,0.000341883,0.001271336],"category_scores_gemma":[0.000502084,0.0001053545,0.0001405651,0.0004517649,0.0003111425,0.0001826685,0.0003416653,0.0003492381,0.0001675286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211215,"about_ca_system_score_gemma":0.0000632894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005014717,"about_ca_topic_score_gemma":0.0009885088,"domain_scores_codex":[0.9998852,0.00001373957,0.000005717624,0.00005573186,0.00001619625,0.00002333342],"domain_scores_gemma":[0.999592,0.0001191757,0.0001642654,0.00003272,0.00002744671,0.00006432816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000811825,0.00006354516,0.1127376,0.0001024589,0.000165015,0.0003715206,0.000613917,0.000427559,0.8691196,0.000760466,0.000308378,0.01451807],"study_design_scores_gemma":[0.000009994438,0.00009688785,0.9926831,0.000005749732,0.00002362042,0.0003353478,0.0001847534,0.0004223159,0.0049749,0.0005676569,0.0006857849,0.000009984474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989003,0.0001599479,0.0002172422,0.00003306452,0.000002002636,0.000002449198,0.0003089216,0.00001080705,0.0003652619],"genre_scores_gemma":[0.99871,0.00008109154,0.000344959,0.00005636445,0.000003506736,0.000007243978,0.0005239934,0.000005762419,0.0002670862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001271336,"threshold_uncertainty_score":0.00425303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009417348364273938,"score_gpt":0.2466521790883249,"score_spread":0.237234830724051,"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."}}