{"id":"W3011862467","doi":"10.1093/beheco/arz206","title":"Defense against outside competition is linked to cooperation in male–male partnerships","year":2019,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Science Foundation","keywords":"Biology; Aggression; Competition (biology); Mating; Sperm competition; Ecology; Nest (protein structural motif); Competitor analysis; Offspring; Satellite; Zoology; Psychology; Social psychology; Pregnancy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001895303,0.0001364831,0.0002042335,0.00003161711,0.00009475675,0.00003086749,0.0001211157,0.0002009811,0.003008049],"category_scores_gemma":[0.00001154305,0.00006718021,0.00006419251,0.000265817,0.00003653265,0.0001264267,0.00005326355,0.0001643413,0.001351285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007874848,"about_ca_system_score_gemma":0.00001146346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964491,"about_ca_topic_score_gemma":0.004453123,"domain_scores_codex":[0.9987831,0.00009946553,0.0002577005,0.0004466703,0.0001079802,0.0003051271],"domain_scores_gemma":[0.9996675,0.00002635775,0.00005810495,0.0000798944,0.00007712188,0.00009105685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005928581,0.0002234693,0.5431504,0.00000209746,9.814692e-7,0.00001412644,0.0001099779,0.00001935279,0.4503005,0.0001664796,0.0003221738,0.005631216],"study_design_scores_gemma":[0.0002333535,0.0008748592,0.9896941,0.000009767393,0.00001198468,0.00003153444,0.0003818872,0.00002066343,0.00219343,0.00001740049,0.00631836,0.0002127201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962108,0.00001213949,7.123798e-7,0.002018251,0.0003793532,0.0005562809,0.00001957424,0.00004835167,0.0007545398],"genre_scores_gemma":[0.9966418,0.000009883987,0.0000561449,0.0007168761,0.0001392678,0.00005578401,0.0001604623,0.000001739305,0.002218061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481071,"threshold_uncertainty_score":0.9994263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06650634253527585,"score_gpt":0.2804070905472161,"score_spread":0.2139007480119403,"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."}}