{"id":"W4405586918","doi":"10.1016/j.jtherbio.2024.104024","title":"Dynamics of thermal tolerance plasticity across fish species and life stages","year":2024,"lang":"en","type":"article","venue":"Journal of Thermal Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; University of New Brunswick; Université de Montréal","funders":"H2020 European Research Council; European Research Council; Natural Sciences and Engineering Research Council of Canada; Groupe de recherche interuniversitaire en limnologie; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Fish <Actinopterygii>; Biology; Ecology; Plasticity; Dynamics (music); Phenotypic plasticity; Fishery; Psychology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001592851,0.0001520947,0.0002352188,0.0004272833,0.0002852453,0.0002784634,0.000199921,0.0002536364,0.001376561],"category_scores_gemma":[0.0003665803,0.0001678304,0.0002594816,0.0002003521,0.0003708547,0.0003273941,0.0004426822,0.0003913887,0.0002584565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895683,"about_ca_system_score_gemma":0.0001676635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073736,"about_ca_topic_score_gemma":0.003972085,"domain_scores_codex":[0.9998865,0.000009384838,0.000007411991,0.0000571955,0.00002029148,0.00001925343],"domain_scores_gemma":[0.9997149,0.00003548861,0.0001011085,0.00002624368,0.00007105919,0.00005125089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003275647,0.00003557362,0.1168912,0.0001428564,0.00008577474,0.0001240755,0.001085992,0.0004505102,0.8643464,0.0002451938,0.0002923339,0.0159726],"study_design_scores_gemma":[0.000002176383,0.0001469507,0.9927325,0.000007433232,0.00001691166,0.00008354989,0.000262548,0.0002342051,0.005736105,0.00009685803,0.000668006,0.00001282152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981933,0.0002905023,0.0004334463,0.00002379529,0.000003687087,0.000006833222,0.0002026873,0.00001701747,0.0008287249],"genre_scores_gemma":[0.9983541,0.0001281701,0.0004026351,0.00004289602,0.000003661336,0.00002767684,0.0002350063,0.00001160403,0.0007943283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073736,"threshold_uncertainty_score":0.004605055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668654374804683,"score_gpt":0.2518038937782768,"score_spread":0.2351173500302299,"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."}}