{"id":"W4312716756","doi":"10.1007/978-3-031-13771-6_7","title":"Epigenetics and the Extreme Stress Response","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Biology; Epigenetics; Adaptation (eye); Evolutionary biology; Ecology; Gene; Genetics; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009952482,0.0002810104,0.0002473225,0.0002737091,0.0002290562,0.0007717851,0.0003283219,0.0006667503,0.00762157],"category_scores_gemma":[0.0001084392,0.0001143338,0.000140557,0.0004012671,0.0006143815,0.000740681,0.0003400939,0.0008530498,0.002056849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377383,"about_ca_system_score_gemma":0.0002471275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007073541,"about_ca_topic_score_gemma":0.00189834,"domain_scores_codex":[0.9999672,0.000005836843,0.000001137091,0.000006898028,0.00001515012,0.000003766228],"domain_scores_gemma":[0.9999729,0.00001330218,0.000002980505,0.000002394419,0.000003888602,0.00000444022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009717551,0.00005604859,0.0003757151,0.0004364775,0.00001979047,0.0002649082,0.0004159444,0.001539756,0.03560317,0.3430015,0.0900871,0.5281025],"study_design_scores_gemma":[0.00000764551,0.00003798027,0.001522498,0.0001502381,0.000008586124,0.0005312396,0.0001473786,0.0004614209,0.003444736,0.133201,0.8604721,0.00001513978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00956325,0.6890714,0.01676192,0.01101054,0.003380972,0.0000233453,0.0002190313,0.00024984,0.2697197],"genre_scores_gemma":[0.08057109,0.3968275,0.008685547,0.004344938,0.003370326,0.00006123454,0.0002704109,0.00008100114,0.5057879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00762157,"threshold_uncertainty_score":0.02549666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741949937614807,"score_gpt":0.2115805173693755,"score_spread":0.1941610179932274,"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."}}