{"id":"W4210751978","doi":"10.1007/s11442-022-1947-z","title":"Relationship of minimum winter temperature and temperature seasonality to the northern range limit and species richness of trees in North America","year":2022,"lang":"en","type":"article","venue":"Journal of Geographical Sciences","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Seasonality; Species richness; Latitude; Range (aeronautics); Quadrat; Northern Hemisphere; Ecology; Geography; Atmospheric sciences; Biology; Shrub; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007023325,0.00008194982,0.0001873512,0.00007614811,0.000255519,0.00003639047,0.0003136518,0.0000295826,0.0009319625],"category_scores_gemma":[0.0001153844,0.00004894415,0.00007060027,0.001612666,0.0009523502,0.0001336889,0.0001984132,0.0002535543,7.579608e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004137983,"about_ca_system_score_gemma":0.00001482311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006033146,"about_ca_topic_score_gemma":0.004613916,"domain_scores_codex":[0.9986635,0.0001440251,0.0002945043,0.0001485132,0.0006046823,0.0001447441],"domain_scores_gemma":[0.9994158,0.0001740268,0.0002068824,0.00008355268,0.00003200044,0.00008776933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005184708,0.00007461781,0.9968474,0.000004511071,0.00000431236,0.000002446312,0.0008763413,0.0001787131,0.001424094,0.00006325399,0.0003155023,0.0001569799],"study_design_scores_gemma":[0.0001733826,0.000291113,0.9890933,0.000009526794,0.000009937831,0.00001900854,0.007204505,0.00001020972,0.00003510262,0.0000650288,0.003029629,0.00005922457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929402,0.0004361234,7.1776e-7,0.006135884,0.0000585985,0.00008907553,0.00007413406,0.000001856167,0.0002633959],"genre_scores_gemma":[0.9995961,0.00009408425,0.00003036417,0.0002227901,0.00001822463,0.000003486902,0.000002053142,0.000001968502,0.0000309465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007754048,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901774249969579,"score_gpt":0.2364679397778621,"score_spread":0.2174501972781663,"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."}}