{"id":"W3214794177","doi":"10.3389/fevo.2021.733228","title":"Behavioral Attributes of Social Groups Determine the Strength and Direction of Selection on Neural Investment","year":2021,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociality; Biology; Kin selection; Social group; Cooperative breeding; Dominance hierarchy; Coevolution; Ecology; Cognitive psychology; Psychology; Social psychology","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":[0.000516657,0.0002718491,0.0002767227,0.0005959509,0.0002422635,0.0007824294,0.0002476941,0.000331902,0.002044511],"category_scores_gemma":[0.001447093,0.0001573648,0.0001497847,0.0003149363,0.0007018694,0.0003701275,0.0007208246,0.0004158893,0.0002685507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092437,"about_ca_system_score_gemma":0.0001320342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003400831,"about_ca_topic_score_gemma":0.001458908,"domain_scores_codex":[0.9996866,0.0001015553,0.00001229882,0.00008346936,0.00006149757,0.00005466797],"domain_scores_gemma":[0.9987696,0.0004446014,0.0003327045,0.0001454374,0.0001002545,0.0002074021],"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":[0.0004020414,0.0001153111,0.4582873,0.0001356627,0.0003142146,0.0003722496,0.0008666105,0.00139211,0.4794181,0.00324595,0.0002955245,0.05515493],"study_design_scores_gemma":[0.000005802822,0.0001154866,0.9929667,0.000008782178,0.00003345646,0.0001647916,0.0001935354,0.001059887,0.0039775,0.001033176,0.0004300103,0.00001081497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971429,0.0001801907,0.0006971232,0.00005528044,0.000002652904,0.000002663216,0.00003730078,0.00001005189,0.001871975],"genre_scores_gemma":[0.9991235,0.00006183574,0.0005313639,0.00002029035,0.00000376561,0.000004718456,0.00004086629,0.000008288961,0.0002053896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002044511,"threshold_uncertainty_score":0.006839514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622512562356288,"score_gpt":0.2255135191165635,"score_spread":0.2092883934930007,"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."}}