{"id":"W4387056329","doi":"10.3389/fevo.2023.1187222","title":"Long-term monitoring in the boreal forest reveals high spatio-temporal variability among primary ecosystem constituents","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University; University of British Columbia; The Scarborough Hospital; Yukon Department of Environment; University of Toronto; Trent University; University of Alberta","funders":"","keywords":"Taiga; Ecology; Vulpes; Canis; Peromyscus; Abundance (ecology); Boreal; Geography; Biology; Predation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004926045,0.0002489485,0.0002292106,0.0007740732,0.0005546528,0.0004720452,0.0003373443,0.0002030206,0.0002859615],"category_scores_gemma":[0.0005141481,0.0001316002,0.0001517806,0.0009844411,0.0002801565,0.0003902226,0.0002859849,0.000257989,0.0001286625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533643,"about_ca_system_score_gemma":0.0004290107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08821101,"about_ca_topic_score_gemma":0.2895867,"domain_scores_codex":[0.999693,0.000042627,0.00002000259,0.0001055555,0.00007608505,0.00006274883],"domain_scores_gemma":[0.9991366,0.00006237916,0.0003695328,0.00004798483,0.0002200763,0.0001633637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002481838,0.00003154871,0.9940919,0.00001017294,0.00003015275,0.00003157354,0.0001335141,0.00004814427,0.001578777,0.000007859433,0.0001999056,0.003811585],"study_design_scores_gemma":[5.245909e-7,0.00001094696,0.9996783,0.000001352029,0.000003944373,0.00002157465,0.00006503335,0.00005206351,0.00003508524,0.000003100072,0.0001270274,0.000001044163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978141,0.0003050298,0.0002885635,0.00003006749,0.000007636679,0.00001267429,0.0007992764,0.00002098729,0.0007218283],"genre_scores_gemma":[0.9974765,0.0001267117,0.0007452053,0.00004131466,0.00001115233,0.0000211997,0.001314919,0.000003718777,0.0002592772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08821101,"threshold_uncertainty_score":0.1753951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009755667973571153,"score_gpt":0.2281086844641135,"score_spread":0.2183530164905423,"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."}}