{"id":"W2987584204","doi":"10.1016/j.gecco.2019.e00828","title":"A global view of aspen: Conservation science for widespread keystone systems","year":2019,"lang":"en","type":"article","venue":"Global Ecology and Conservation","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"U.S. Bureau of Land Management; Mendelova Univerzita v Brně; National Natural Science Foundation of China","keywords":"Biodiversity; Keystone species; Environmental resource management; Geography; Context (archaeology); Conservation biology; Ecology; Ecosystem; Climate change; Adaptability; Ecosystem services; Agroforestry; Biology; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003892237,0.00009217688,0.0002125179,0.000008037607,0.0002961797,0.00002108793,0.0001476806,0.0001298447,0.00003318084],"category_scores_gemma":[0.0001397003,0.00004620929,0.00003623189,0.000370133,0.0004468004,0.0001805606,0.00008399846,0.00002723008,0.00002315202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006564974,"about_ca_system_score_gemma":0.00004672613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007162385,"about_ca_topic_score_gemma":0.003435108,"domain_scores_codex":[0.9992071,0.00004405536,0.0001938697,0.0002534812,0.00009441005,0.0002070565],"domain_scores_gemma":[0.9992942,0.0002011363,0.0001538745,0.00004143113,0.000270543,0.00003880806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132593,0.00003877319,0.9698644,0.00003282472,0.00002083919,4.548868e-7,0.00001015779,0.000004356221,0.001135329,0.02586319,0.0013521,0.001564292],"study_design_scores_gemma":[0.0003090923,0.0004591821,0.9912754,0.00001650901,0.00002443276,0.00001098182,0.0002277348,0.0002604456,0.00006500901,0.00211365,0.00514848,0.0000890853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927996,0.0002475825,0.000008391406,0.00510093,0.00046838,0.0005478701,0.0001672975,0.00002464274,0.0006353123],"genre_scores_gemma":[0.9985375,0.00004204764,0.00006448469,0.001206851,0.00002112363,0.00001861606,0.00004296793,1.717719e-7,0.00006622075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02374954,"threshold_uncertainty_score":0.2278005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731175251642283,"score_gpt":0.2275650969553247,"score_spread":0.2102533444389019,"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."}}