{"id":"W2151939613","doi":"10.1038/nature09831","title":"Inclusive fitness theory and eusociality","year":2011,"lang":"en","type":"letter","venue":"Nature","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":498,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Queen's University; Simon Fraser University; University of Toronto; McMaster University","funders":"Biotechnology and Biological Sciences Research Council; Arts and Humanities Research Council; Natural Environment Research Council; Sight Research UK; Wellcome Trust","keywords":"Eusociality; Inclusive fitness; Evolutionary biology; Biology; Mathematical economics; Zoology; Economics","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":[0.00256022,0.0005253064,0.0009539865,0.0003785838,0.001573197,0.00191471,0.00127714,0.01637451,0.004806974],"category_scores_gemma":[0.01152091,0.0003328542,0.0004573458,0.0003505711,0.005912868,0.00334342,0.001341697,0.02174689,0.002404369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854399,"about_ca_system_score_gemma":0.0007655757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139551,"about_ca_topic_score_gemma":0.002040351,"domain_scores_codex":[0.9990005,0.0003563132,0.00007773458,0.0001495384,0.0003154646,0.0001004822],"domain_scores_gemma":[0.9922571,0.005732355,0.0003249358,0.0003331792,0.0007892632,0.0005631722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001361934,0.00006469374,0.001015587,0.0001407544,0.00003513214,0.001727983,0.0001386318,0.0002362786,0.0002385875,0.06045412,0.8831564,0.05265567],"study_design_scores_gemma":[0.0001957056,0.00006215554,0.002956835,0.0002569594,0.00005486782,0.002795378,0.000319033,0.001786807,0.0004218931,0.33757,0.6535239,0.00005647137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007755334,0.00539012,0.0007365397,0.9675435,0.01973841,0.000005857552,0.00002812947,0.00001737569,0.005764455],"genre_scores_gemma":[0.03544522,0.008129047,0.001050169,0.8222291,0.1137148,0.00005827046,0.00004554562,0.00002881122,0.01929907],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01637451,"threshold_uncertainty_score":0.01608092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005865898612241793,"score_gpt":0.2641377923261604,"score_spread":0.2582718937139186,"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."}}