{"id":"W3192936762","doi":"10.1111/ecog.05545","title":"Testing Bergmann's rule in marine copepods","year":2021,"lang":"en","type":"article","venue":"Ecography","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"North Pacific Marine Science Organization","funders":"Australian Antarctic Division; Department of Forestry, Fisheries and the Environment; Institut chilien de l'Antarctique; North Pacific Research Board; National Institute of Polar Research; Université Pierre et Marie Curie; Institut Polaire Français Paul Emile Victor; Scientific Committee on Antarctic Research; Natural Environment Research Council; Green Fund; National Oceanic and Atmospheric Administration; Department of Agriculture, Water and the Environment, Australian Government; Sight Research UK; Alberta Agricultural Research Institute; Australian Government; Department for Environment, Food and Rural Affairs, UK Government; Exxon Valdez Oil Spill Trustee Council; National Institute of Water and Atmospheric Research; National Science Foundation","keywords":"Copepod; Bergmann's rule; Ecology; Range (aeronautics); Latitude; Taxon; Crustacean; Biology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003762813,0.0000542353,0.00006509739,0.00001386286,0.00003873513,0.000009151488,0.00007465538,0.00002724436,0.002308854],"category_scores_gemma":[0.00005780136,0.000044093,0.0000409401,0.0006812074,0.00006497627,0.00004686111,0.0001776397,0.00007219053,0.0002021676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001081851,"about_ca_system_score_gemma":0.000002609678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001204927,"about_ca_topic_score_gemma":0.00007649144,"domain_scores_codex":[0.9994965,0.00001715784,0.00009363064,0.0001780435,0.00007227196,0.0001423734],"domain_scores_gemma":[0.9997959,0.00005038212,0.00001669019,0.0000845058,0.000004427988,0.00004809652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001705513,0.0001226896,0.5958738,0.000001671913,0.000002170561,0.00001641435,0.00001016079,0.00008859042,0.3905922,0.00002745738,0.0004020666,0.01286112],"study_design_scores_gemma":[0.00008125849,0.00001225551,0.9700168,0.000003692928,0.000001621046,0.000001937068,0.00001103935,0.0000628559,0.01356085,0.0141761,0.001997846,0.00007378362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418038,0.00001396625,0.000004133774,0.0001655499,0.00002363492,0.00002557869,0.000002499199,0.00002239231,0.05793842],"genre_scores_gemma":[0.9918854,0.000003934403,0.00752193,0.0003292183,0.00001719906,0.000008378763,0.00001656729,0.000002569181,0.0002148287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770313,"threshold_uncertainty_score":0.9986032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673895774942838,"score_gpt":0.2143868627815518,"score_spread":0.1976479050321235,"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."}}