{"id":"W2890944368","doi":"10.1111/1365-2664.13268","title":"Priority Threat Management for biodiversity conservation: A handbook","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Western Forest Products; University of British Columbia","funders":"Commonwealth Scientific and Industrial Research Organisation; Wilburforce Foundation","keywords":"Scope (computer science); Environmental resource management; Business; Process (computing); Resource (disambiguation); Risk analysis (engineering); Scale (ratio); Computer science; Environmental planning; Process management; Geography; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004000753,0.00006324598,0.0001353698,0.00001973916,0.0001815176,0.000009129699,0.0001725341,0.0000563689,0.001304137],"category_scores_gemma":[0.00001819513,0.00005655065,0.00005026726,0.00007212123,0.0002695869,0.00008099747,0.00011436,0.00006981946,0.0001293357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011933,"about_ca_system_score_gemma":0.00001211009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008291909,"about_ca_topic_score_gemma":0.000189956,"domain_scores_codex":[0.9994108,0.00001238824,0.000175087,0.0001170605,0.0001128271,0.000171823],"domain_scores_gemma":[0.9995421,0.00006568648,0.0002137915,0.0000964083,0.00003337075,0.00004860247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005398202,0.001169009,0.4850102,0.0002704021,0.0003231488,0.0001114791,0.01528275,0.0002793514,0.003163238,0.008982629,0.4618262,0.01818344],"study_design_scores_gemma":[0.003457345,0.00118921,0.573621,0.00001190106,0.0001287489,0.00004088958,0.006215804,0.00008482102,0.003690859,0.04080648,0.370501,0.0002518696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886163,0.00001135523,0.0008675063,0.001397033,0.0002290886,0.0002785271,0.000005277189,0.000006285041,0.008588663],"genre_scores_gemma":[0.9919185,0.0000786605,0.005050468,0.002404765,0.0001638433,0.00001462362,0.000001489265,0.000003977785,0.0003636721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09132517,"threshold_uncertainty_score":0.9996088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536168252841837,"score_gpt":0.2331741150513194,"score_spread":0.2178124325229011,"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."}}