{"id":"W4412750081","doi":"10.1093/evolut/qpaf158","title":"The genetic basis of natural variation in sociability","year":2025,"lang":"en","type":"article","venue":"Evolution","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Biology; Genetic architecture; Drosophila melanogaster; Evolutionary biology; Gene; Neuroanatomy; Genetic variation; Genetics; Phenotype; Neuroscience","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":[0.0002274973,0.0002180844,0.0001976383,0.000999287,0.0001483184,0.0002118787,0.0002053295,0.0002375929,0.001134178],"category_scores_gemma":[0.0003602758,0.0001454433,0.0001902271,0.0004315204,0.0003283356,0.0001344758,0.0003169783,0.000248011,0.00008621488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907184,"about_ca_system_score_gemma":0.0001113692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008623892,"about_ca_topic_score_gemma":0.001933087,"domain_scores_codex":[0.9997519,0.00005154188,0.00002410459,0.0001026465,0.00004399169,0.00002593385],"domain_scores_gemma":[0.9996173,0.0001365213,0.0001281275,0.00004228119,0.00002237508,0.00005333518],"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":[0.0003971727,0.00007755819,0.1215955,0.00006724364,0.0002470812,0.0003938766,0.000216115,0.0004101195,0.8655875,0.0008230992,0.00012922,0.01005554],"study_design_scores_gemma":[0.00001299727,0.00006258064,0.9901277,0.00000609432,0.00004179904,0.000310693,0.00004408481,0.0007729668,0.007962574,0.0002962231,0.0003478439,0.0000144762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986444,0.0001797133,0.0005539395,0.00002086093,0.000002959297,0.000003999593,0.0002261926,0.00001538714,0.0003524483],"genre_scores_gemma":[0.9988264,0.0001325381,0.0004940158,0.00002102028,0.000003594353,0.000009546727,0.0003106269,0.000009118068,0.0001930767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134178,"threshold_uncertainty_score":0.003794253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002272694904072271,"score_gpt":0.2203756100947539,"score_spread":0.2181029151906816,"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."}}