{"id":"W2995494766","doi":"","title":"The Run of Depression Resilience Phenotype from a Natural Disease Challenge in Pigs","year":2019,"lang":"en","type":"article","venue":"Iowa State University animal industry report","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Développement du Porc du Québec; University of Alberta; University of Saskatchewan","funders":"","keywords":"Phenotype; Resilience (materials science); Livestock; Depression (economics); Psychological resilience; Biology; Disease; Agriculture; Medicine; Psychology; Genetics; Internal medicine; Ecology; Gene; Economics; Social psychology","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":[0.0001596722,0.0001625146,0.000220224,0.00005952592,0.0001963748,0.00001404999,0.0003090719,0.0001411537,0.00012447],"category_scores_gemma":[0.00006365834,0.0001345641,0.00008487647,0.0001878933,0.0001781643,0.0002565348,0.0003778314,0.0006316992,0.00002641451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019245,"about_ca_system_score_gemma":0.000104024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903243,"about_ca_topic_score_gemma":0.0001791972,"domain_scores_codex":[0.9986923,0.00008360985,0.0002565699,0.0004019912,0.0002902724,0.0002752917],"domain_scores_gemma":[0.9990886,0.0001001478,0.0002184189,0.0003832081,0.0001091725,0.0001004017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004017465,0.0001204606,0.9805362,0.00001752829,0.00003197699,0.006461871,0.0006384154,0.00001014476,0.007100414,0.0001558128,0.0002121266,0.0006976193],"study_design_scores_gemma":[0.0003738366,0.0002206774,0.9939065,0.00007433586,0.00002893281,0.00001651458,0.002844254,0.00005620118,0.00005294758,0.00006599361,0.002193347,0.0001664853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935264,0.0003469185,0.000002004145,0.0002526711,0.0001493939,0.0002144115,0.00007786345,0.00003928556,0.005391068],"genre_scores_gemma":[0.9980908,0.00007160637,0.00001991145,0.000009789343,0.00002472445,7.532924e-7,0.00001640835,0.0000107601,0.001755225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337031,"threshold_uncertainty_score":0.5487363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357551628677695,"score_gpt":0.2856993641555321,"score_spread":0.2521238478687551,"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."}}