{"id":"W2107181946","doi":"10.1111/eth.12430","title":"Ready to Fight: Reliable Predictors of Attack in a Cooperatively Breeding, Non‐Passerine Bird","year":2015,"lang":"en","type":"article","venue":"Ethology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aggression; Computer security; Passerine; Poison control; Communication; Psychology; Social psychology; Zoology; Biology; Computer science; Medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003210787,0.00007720812,0.0001697332,0.00002019867,0.00002896804,0.000005649573,0.0001125643,0.0001038883,0.00007479537],"category_scores_gemma":[0.00009518813,0.00002951542,0.00002127537,0.0003253994,0.00005574734,0.00006368699,0.00006048656,0.0001029648,0.00007378689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002007164,"about_ca_system_score_gemma":0.00001002676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006641418,"about_ca_topic_score_gemma":0.001075634,"domain_scores_codex":[0.9992711,0.00004540018,0.000179913,0.0002483797,0.00009017019,0.0001650153],"domain_scores_gemma":[0.9997121,0.00002266951,0.00004606187,0.00004495209,0.00009570963,0.00007849804],"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":[0.0001006549,0.00009946682,0.4549681,0.000002719528,0.000002590444,0.000009128609,0.0005536375,0.00004701698,0.5327371,0.00008485041,0.01035137,0.001043313],"study_design_scores_gemma":[0.0001511726,0.001816309,0.9542807,0.00001048947,0.000004840276,0.00001856951,0.0003630563,0.000007510961,0.01136934,0.00003054601,0.03185083,0.00009659393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995936,0.00002961775,0.000002419255,0.002389855,0.0002806088,0.000150718,0.000007524058,0.00004014212,0.00116312],"genre_scores_gemma":[0.9979904,0.000008498914,0.0002060087,0.0001035121,0.0001819273,0.00001468013,0.000009975093,0.000001079489,0.001483929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5213678,"threshold_uncertainty_score":0.1203604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08303310567141264,"score_gpt":0.308435011178317,"score_spread":0.2254019055069044,"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."}}