{"id":"W3015276678","doi":"","title":"Landscape variability of vegetation change across the forest to tundra transition of central Canada","year":2017,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Tundra; Vegetation (pathology); Physical geography; Geography; Ecology; Arctic; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002021799,0.0001609178,0.0002282539,0.001522384,0.001214014,0.001227834,0.0005063364,0.0001726165,0.0008571302],"category_scores_gemma":[0.0006620642,0.000109948,0.0002570317,0.002741808,0.0004401634,0.000200044,0.0004908993,0.000200093,0.00008082454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01453712,"about_ca_system_score_gemma":0.009753511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914758,"about_ca_topic_score_gemma":0.9964239,"domain_scores_codex":[0.9997597,0.00001355458,0.00001185931,0.00006383655,0.00006468718,0.00008619583],"domain_scores_gemma":[0.9993649,0.00004435183,0.00008197369,0.00002038604,0.0003388871,0.0001494145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007787867,0.00001807073,0.9870575,0.00002429347,0.00009389051,0.0001328859,0.0008775019,0.0005048572,0.001739789,0.0001438946,0.0006592219,0.008670148],"study_design_scores_gemma":[0.000001146626,0.00000270498,0.9987607,0.000005329626,0.000007998779,0.00001939825,0.0005509654,0.0002504804,0.00003958167,0.000006853956,0.0003521081,0.000002731562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997457,0.0002453962,0.00004758502,0.00004535946,0.000003019962,0.00000794788,0.001121782,0.00000920691,0.00106276],"genre_scores_gemma":[0.9987745,0.0001262209,0.00007911253,0.00001608241,0.000001017698,0.000004044943,0.0005718362,0.000002438907,0.0004247212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453712,"threshold_uncertainty_score":0.1054747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598336943509861,"score_gpt":0.1946593791966446,"score_spread":0.178676009761546,"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."}}