{"id":"W4360991760","doi":"10.1139/as-2022-0036","title":"Greening on the Bathurst caribou range in northern Canada: are erect shrubs responsible for remotely sensed trends?","year":2023,"lang":"en","type":"article","venue":"Arctic Science","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University","funders":"Queen's University; Canadian Federation of University Women; University of Alberta; Weston Family Foundation; Polar Knowledge Canada","keywords":"Greening; Shrub; Deciduous; Vegetation (pathology); Tundra; Productivity; Range (aeronautics); Geography; Ecology; Physical geography; Subarctic climate; Population; Environmental science; Ecosystem; Biology; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365385,0.0001235046,0.0001395603,0.0002430494,0.0005712903,0.00009363575,0.0004346021,0.00003072115,0.0003781123],"category_scores_gemma":[0.0006544301,0.00008367007,0.0000398291,0.00214559,0.0002047596,0.000142896,0.0000226668,0.0001329237,0.00007114105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005127498,"about_ca_system_score_gemma":0.0005137555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6984557,"about_ca_topic_score_gemma":0.9977186,"domain_scores_codex":[0.9982484,0.00006692763,0.0001630025,0.0003786572,0.0004983,0.0006447302],"domain_scores_gemma":[0.9981101,0.001334448,0.0000683963,0.0002962738,0.00006555027,0.0001252769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009549483,0.000004308801,0.9870778,0.00001136048,0.000002438869,0.00006519443,0.001107172,0.000761948,0.000257336,0.00002927004,0.001581246,0.009006414],"study_design_scores_gemma":[0.0001968991,0.00006470999,0.9822763,0.00005388846,0.000003842862,0.00001092094,0.001252053,0.01363498,0.0001288962,0.0001587481,0.002086875,0.0001318427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890044,0.00005495206,0.000001003251,0.008091734,0.0004863704,0.0001731192,0.0006055005,0.00002855488,0.001554402],"genre_scores_gemma":[0.9983108,0.00001927108,0.00002038021,0.001021213,0.00008645024,0.000003924492,0.0001125975,0.000004488352,0.000420846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299263,"threshold_uncertainty_score":0.4393961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0775065941259462,"score_gpt":0.259624430388643,"score_spread":0.1821178362626968,"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."}}