{"id":"W1991162547","doi":"10.1098/rsbl.2011.0415","title":"The cost of a bodyguard","year":2011,"lang":"en","type":"article","venue":"Biology Letters","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004737803,0.0000559231,0.0001265236,0.00001972543,0.0005370431,3.321861e-7,0.0001325249,0.00007513241,0.00009786776],"category_scores_gemma":[0.0001505947,0.00003160148,0.00002946173,0.00004629962,0.0002175341,0.0000090756,0.00005749254,0.0001928659,0.0001972404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001614563,"about_ca_system_score_gemma":0.00005745529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370016,"about_ca_topic_score_gemma":0.00005292933,"domain_scores_codex":[0.9989942,0.0002780985,0.0002549579,0.00008824162,0.00002876435,0.0003557794],"domain_scores_gemma":[0.9991307,0.0004984774,0.0001122558,0.0001744316,0.00003868754,0.00004539564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002974761,0.00003817997,0.7658473,0.0001186522,0.0001356647,0.000004270245,0.0470374,3.780742e-8,0.00931497,0.028554,0.1270572,0.02159497],"study_design_scores_gemma":[0.0002230651,0.00003961483,0.1426582,0.00001285271,0.000005446519,2.492668e-7,0.0007682583,9.297276e-7,0.00007005321,0.00008249505,0.8560984,0.00004045443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7817506,0.001054352,0.0008598876,0.1527757,0.003073525,0.001408929,0.0000303125,0.000106079,0.05894068],"genre_scores_gemma":[0.937247,0.0001940421,0.000130224,0.06154973,0.000201311,0.0002335613,0.000002987139,0.000007739507,0.0004333758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7290413,"threshold_uncertainty_score":0.4130556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083885709290457,"score_gpt":0.4568481697261194,"score_spread":0.2484595987970737,"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."}}