{"id":"W3110825664","doi":"10.1101/2020.12.07.414821","title":"Molecular and physiological responses predict acclimation limits in juvenile brook trout ( <i>Salvelinus fontinalis</i> )","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada; University of Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trout; Salvelinus; Fontinalis; Acclimatization; Biology; Hsp70; Juvenile; Heat shock protein; Internal medicine; Endocrinology; Animal science; Ecology; Biochemistry; Fishery; Gene; Fish <Actinopterygii>; Medicine","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":[0.0001221006,0.0002154337,0.0001523229,0.000206791,0.0001928206,0.0002855087,0.0001149688,0.0002332532,0.001018271],"category_scores_gemma":[0.0001486946,0.0001555792,0.0002017082,0.000108608,0.0002574938,0.0002296766,0.0002203806,0.0002834839,0.0001520036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103878,"about_ca_system_score_gemma":0.000170142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003252951,"about_ca_topic_score_gemma":0.005781123,"domain_scores_codex":[0.9999385,0.000004947937,0.000005320844,0.00002574667,0.00001253966,0.00001296286],"domain_scores_gemma":[0.9998059,0.0000134605,0.00009485309,0.0000095966,0.00003332223,0.00004283109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002939002,0.00003582917,0.02932934,0.00002032131,0.00001361711,0.00002796689,0.00006572644,0.0001107432,0.9693751,0.00002184177,0.0000399882,0.0006655349],"study_design_scores_gemma":[0.00001216377,0.0004695013,0.953713,0.000003351407,0.00001593282,0.00008406611,0.000186501,0.0004516323,0.04478392,0.00003299277,0.0002393741,0.000007649471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995987,0.00003303643,0.0001258142,0.00001087003,0.000001690716,0.000004580602,0.00008683643,0.000006216822,0.0001323142],"genre_scores_gemma":[0.9988742,0.00003943958,0.000261826,0.00003225138,0.000003092448,0.00002290172,0.000323846,0.000004888731,0.0004375386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003252951,"threshold_uncertainty_score":0.006468058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582658394002785,"score_gpt":0.226592156715301,"score_spread":0.2007655727752731,"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."}}