{"id":"W3129103382","doi":"10.1101/2021.02.04.429719","title":"New loci and neuronal pathways for resilience to heat stress in animals","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture Victoria; University of Alberta","keywords":"Biology; Context (archaeology); Heat index; Candidate gene; Heat stress; Genome-wide association study; Psychological resilience; Evolutionary biology; Livestock; Genetics; Gene; Ecology; Genotype; Animal science; Single-nucleotide polymorphism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003749061,0.0001801724,0.0002406739,0.0004712963,0.0001734148,0.0003828189,0.0002547168,0.0002995164,0.002349416],"category_scores_gemma":[0.0004978952,0.0001137036,0.0003522322,0.0005025788,0.0004286306,0.0002336278,0.0004617287,0.0003566213,0.0001560886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015185,"about_ca_system_score_gemma":0.0001300715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023399,"about_ca_topic_score_gemma":0.00183324,"domain_scores_codex":[0.9998549,0.00003049716,0.000007800549,0.00006208712,0.00002269679,0.00002213417],"domain_scores_gemma":[0.9996854,0.00009262398,0.0001059682,0.00003135809,0.00003475434,0.00004994169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001062049,0.0001129796,0.5876979,0.0005444433,0.001444228,0.002562291,0.0009110218,0.002051762,0.3473011,0.002727008,0.0009357179,0.05264957],"study_design_scores_gemma":[0.00001346825,0.0001001106,0.9918643,0.00002962429,0.0001527824,0.0005622874,0.0001744389,0.001586958,0.002704039,0.001654003,0.001141184,0.00001695467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927246,0.00145523,0.004125575,0.0002756364,0.00001964501,0.000009094373,0.0004995773,0.00004054559,0.0008501824],"genre_scores_gemma":[0.9965036,0.0003998753,0.002147632,0.0001023208,0.00001756234,0.00001241873,0.000341724,0.000006989296,0.000467966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002349416,"threshold_uncertainty_score":0.007859528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429875501612322,"score_gpt":0.2058054289756591,"score_spread":0.1915066739595359,"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."}}