{"id":"W2059814978","doi":"10.1016/j.applanim.2005.08.007","title":"Behavioural uniformity or diversity? Effects on behaviour and performance following regrouping in pigs","year":2005,"lang":"en","type":"article","venue":"Applied Animal Behaviour Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Genome Prairie","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Animal-assisted therapy; Pet therapy; HUBzero; Diversity (politics); Biology; Animal science; Animal welfare; Psychology; Veterinary medicine; Ecology; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009110412,0.0002020236,0.0005498519,0.0008419971,0.0005851968,0.0007010124,0.0003612598,0.0006090347,0.001263659],"category_scores_gemma":[0.002511101,0.0002746759,0.0004139391,0.0003721895,0.001003481,0.0005928385,0.001002822,0.0006395244,0.0002925274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913935,"about_ca_system_score_gemma":0.0001884379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002491808,"about_ca_topic_score_gemma":0.005529797,"domain_scores_codex":[0.999388,0.0001900232,0.00004374784,0.0001620936,0.00007259844,0.0001436327],"domain_scores_gemma":[0.9960181,0.0009312314,0.001436335,0.0003130923,0.0002063049,0.001094899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007718141,0.0009671752,0.9129004,0.0000708247,0.0003704439,0.0004909852,0.001863895,0.0005097649,0.06545386,0.00009090827,0.0001827777,0.00938073],"study_design_scores_gemma":[0.00000272111,0.0005617403,0.9988406,0.000002368327,0.000005707469,0.00003867199,0.0002414527,0.00006649341,0.0001969789,0.00001864175,0.00002131905,0.000003322046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997641,0.0000347358,0.00002455201,0.0000114344,0.000001597839,0.000001768041,0.00001777759,0.000001736952,0.0001422854],"genre_scores_gemma":[0.9996639,0.00002297317,0.00003291201,0.00001393704,0.000006345308,0.000004952762,0.0000647435,0.000003821041,0.0001865416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002491808,"threshold_uncertainty_score":0.004954636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0480902101284788,"score_gpt":0.3021709282737158,"score_spread":0.254080718145237,"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."}}