{"id":"W2981293165","doi":"","title":"An investigation into social relationships and social structure in UK and Irish zoo elephant herds","year":2019,"lang":"en","type":"dissertation","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Welfare; Social grooming; Aggression; Animal welfare; Demography; Psychology; Social psychology; Biology; Ecology; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004048226,0.0009806493,0.0009763116,0.0008774469,0.005579173,0.0003297185,0.0004462754,0.001244485,0.00001880436],"category_scores_gemma":[0.00007461398,0.001126068,0.0002960756,0.0004899606,0.0007115665,0.0008918864,0.0002198432,0.001699358,0.00000587196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365574,"about_ca_system_score_gemma":0.0006851279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555317,"about_ca_topic_score_gemma":0.0004983547,"domain_scores_codex":[0.9948058,0.0007900887,0.001058606,0.001672199,0.001028725,0.0006445402],"domain_scores_gemma":[0.9977518,0.0002067345,0.001070338,0.0003686463,0.0003493494,0.0002530878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003765824,0.0007581388,0.7773314,0.001579347,0.0006901147,0.002702438,0.07419692,0.00007310161,0.1241699,0.006150601,0.001393282,0.007188925],"study_design_scores_gemma":[0.002047885,0.0005576021,0.972975,0.0005434952,0.0006923144,0.0002886118,0.01755364,0.0003114022,0.00128129,0.0001238133,0.00218442,0.001440561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880959,0.0005066106,0.00001810037,0.0001405737,0.001733157,0.0006572836,0.00008186741,0.0002376506,0.00852884],"genre_scores_gemma":[0.9924293,0.0000375784,0.0003702882,0.00002476339,0.000864732,0.0000165112,0.00156881,0.00008086058,0.004607148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956436,"threshold_uncertainty_score":0.9991189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806388210040306,"score_gpt":0.2819622678132047,"score_spread":0.2538983857128016,"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."}}