{"id":"W3108430305","doi":"10.1111/ecog.05407","title":"Spatial variation in early‐winter snow cover determines local dynamics in a network of alpine butterfly populations","year":2020,"lang":"en","type":"article","venue":"Ecography","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Butterfly; Population; Ecology; Spatial variability; Snow; Physical geography; Snow cover; Spatial ecology; Geography; Environmental science; Biology; Meteorology; Demography; Statistics","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":[0.00006377936,0.00007850506,0.0001168302,0.00003617569,0.00002016408,0.00001114659,0.00009113619,0.000049493,0.005556012],"category_scores_gemma":[0.0000173128,0.00008160401,0.00005813417,0.00060251,0.0000672023,0.0001056633,0.0000651148,0.00007071488,0.000106147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415169,"about_ca_system_score_gemma":0.000002421496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445314,"about_ca_topic_score_gemma":0.01694775,"domain_scores_codex":[0.9993001,0.00002950568,0.0002273909,0.0001628559,0.0001188849,0.0001613049],"domain_scores_gemma":[0.9997836,0.00001575427,0.00006509561,0.00008284907,0.000005567462,0.00004714151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002897154,0.00005474843,0.9957947,0.000004129692,0.000002745601,0.000002881839,0.0002653049,0.001584698,0.00009378158,0.000191067,0.0006333496,0.001343668],"study_design_scores_gemma":[0.0003427646,0.00005493731,0.9721245,0.00001082194,0.0000042206,4.170115e-7,0.00008401078,0.02669475,0.00002728943,0.0001903773,0.0003836343,0.00008223232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987341,0.00001149905,0.009624353,0.0006731105,0.0001073786,0.0001298378,0.00006081089,0.00001411726,0.002037828],"genre_scores_gemma":[0.9994181,0.000008926443,0.0001185709,0.0003129198,0.00003124311,0.000009924819,0.00008684632,0.000005932514,0.000007484615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02511005,"threshold_uncertainty_score":0.995353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851376427866912,"score_gpt":0.224785923338502,"score_spread":0.2062721590598328,"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."}}