{"id":"W4231418248","doi":"10.1016/j.tree.2009.10.003","title":"A horizon scan of global conservation issues for 2010","year":2009,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":371,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council; Cambridge Conservation Initiative; Sight Research UK; Arcadia Fund","keywords":"Collation; Horizon; Environmental resource management; Diversity (politics); Climate change; Field (mathematics); Biodiversity; Environmental planning; Geography; Data science; Ecology; Environmental science; Computer science; Political science; Biology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000143987,0.00006832449,0.0001156902,0.00003146135,0.00004454626,0.000003429499,0.00008369103,0.000099809,0.00525099],"category_scores_gemma":[0.00003408503,0.00007171358,0.00003930143,0.0003227588,0.0001274222,0.00009572657,0.00001944741,0.00003576533,0.00006577444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169135,"about_ca_system_score_gemma":0.00000721567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004656652,"about_ca_topic_score_gemma":0.01148361,"domain_scores_codex":[0.9993706,0.00002808749,0.0001751287,0.0001573643,0.0000794678,0.0001893198],"domain_scores_gemma":[0.9997683,0.00001467943,0.00008021856,0.00009825751,0.00001143958,0.00002708585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007923188,0.0002092608,0.9243919,0.000002203786,0.000003020299,4.134934e-7,0.00004205415,0.00004730005,0.002284908,0.01234508,0.04859504,0.01199954],"study_design_scores_gemma":[0.0004938875,0.0004125666,0.9927534,0.000002148847,0.000007316959,0.00000209623,0.0001260337,0.0004563096,0.0001720956,0.002578568,0.002932275,0.00006324919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859031,0.00004300891,0.000133063,0.003715165,0.000201593,0.00009692847,0.00006527622,0.00002439201,0.009817414],"genre_scores_gemma":[0.9990986,0.00001200059,0.00018469,0.0001037724,0.00001763632,0.00001680396,0.00009817481,0.000001908269,0.0004664295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06836151,"threshold_uncertainty_score":0.9956583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458054733158536,"score_gpt":0.3000848853845954,"score_spread":0.27550433805301,"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."}}