{"id":"W3018822974","doi":"10.1101/2020.04.21.052464","title":"Half of the world’s tree biodiversity is unprotected and is increasingly threatened by human activities","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Guelph; University of British Columbia; The Scarborough Hospital; Algoma University; University of Toronto; Université du Québec à Montréal","funders":"Division of Emerging Frontiers; Division of Biological Infrastructure; University of California, Santa Barbara; Scheme for Promotion of Academic and Research Collaboration; Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Aarhus Universitets Forskningsfond; Eesti Teadusagentuur; National Research Foundation; Fondation pour la Recherche sur la Biodiversite; Aarhus Universitet; Villum Fonden; Global Environment Facility; Danmarks Frie Forskningsfond; National Science Foundation","keywords":"Threatened species; Biodiversity; Environmental resource management; Geography; Globe; Measurement of biodiversity; Biodiversity conservation; Biodiversity hotspot; Ecosystem; Tree (set theory); Agroforestry; Environmental planning; Ecology; Biology; Habitat; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005604434,0.0002491793,0.0003294959,0.001480583,0.0005552912,0.001348109,0.0002186028,0.0002635839,0.01691004],"category_scores_gemma":[0.001208573,0.00008558676,0.0001904552,0.002125395,0.0003704338,0.00118039,0.0009031047,0.0003185032,0.001886644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240591,"about_ca_system_score_gemma":0.0003726206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224813,"about_ca_topic_score_gemma":0.007654406,"domain_scores_codex":[0.9996673,0.00004983739,0.00001245615,0.00006442983,0.0001121983,0.00009365799],"domain_scores_gemma":[0.9989626,0.0001772365,0.0003308083,0.0001388386,0.0001836539,0.0002068154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000202977,0.00009700238,0.6116884,0.0007129711,0.0001862214,0.000280889,0.001807257,0.00108447,0.02172988,0.005614324,0.01583947,0.3407562],"study_design_scores_gemma":[0.000010146,0.00006603184,0.9024461,0.0003083462,0.00006473628,0.0008212817,0.002914126,0.001626186,0.004338942,0.006061561,0.08132234,0.00002028397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354173,0.004651107,0.003945853,0.001536609,0.0001057599,0.00002672521,0.005003393,0.0001804849,0.04913287],"genre_scores_gemma":[0.9903259,0.002226463,0.002220109,0.0003339323,0.00004497723,0.00001284447,0.002401841,0.00003671008,0.002397225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01691004,"threshold_uncertainty_score":0.05656976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122440365095521,"score_gpt":0.201250581336661,"score_spread":0.1890065448271089,"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."}}