{"id":"W3096111554","doi":"10.1080/15230430.2020.1824558","title":"Warmer temperatures promote shrub radial growth but not cover in the central Canadian Arctic","year":2020,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies; University of Victoria; Université du Québec en Outaouais; Wildlife Conservation Society Canada; Lakehead University; Western University","funders":"","keywords":"Shrub; Bay; Arctic; Climate change; Deciduous; Ecology; Environmental science; Physical geography; Biology; Geography; Oceanography; Geology","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":[0.0002132376,0.0001909648,0.0001531711,0.0006019983,0.0008471564,0.0003767858,0.0002081711,0.00009564374,0.0009848047],"category_scores_gemma":[0.000402277,0.0001571251,0.0001720037,0.0005044992,0.0002682058,0.000110289,0.0002579872,0.0001086923,0.00009174868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421551,"about_ca_system_score_gemma":0.002877602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8990533,"about_ca_topic_score_gemma":0.9781311,"domain_scores_codex":[0.9998807,0.0000092496,0.000004666319,0.00002405515,0.00003670806,0.00004470181],"domain_scores_gemma":[0.999651,0.00003170353,0.00008711047,0.00001422575,0.0001394397,0.00007652391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001764105,0.00003392457,0.9606743,0.00003406267,0.00007051275,0.00009150431,0.0009598847,0.0006529987,0.02931082,0.00008185475,0.0002689738,0.007644728],"study_design_scores_gemma":[8.69744e-7,0.000005120893,0.9993906,0.000001685438,0.000004227218,0.000008736283,0.0001729612,0.0001139648,0.0001667112,0.000004992698,0.0001286129,0.000001423379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993334,0.00006143223,0.00002369124,0.000009560704,7.605086e-7,0.000001243807,0.000110486,0.000004170064,0.0004553056],"genre_scores_gemma":[0.9994481,0.00007433474,0.00007165985,0.000009360571,9.599861e-7,0.000001553493,0.0001302952,0.000002024475,0.0002616024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009467,"threshold_uncertainty_score":0.2030823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870563636512163,"score_gpt":0.2851938728084416,"score_spread":0.2164882364433199,"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."}}