{"id":"W2410042934","doi":"10.1111/conl.12268","title":"Balancing Ecosystem and Threatened Species Representation in Protected Areas and Implications for Nations Achieving Global Conservation Goals","year":2016,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Australian Research Council; University of Queensland; Australian Government; Centre of Excellence for Environmental Decisions, Australian Research Council","keywords":"Threatened species; Convention on Biological Diversity; Ecosystem; Representativeness heuristic; Biodiversity; Habitat; Environmental resource management; Ecosystem services; Ecology; Business; Environmental science; Biology","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":[0.0002990251,0.0001333653,0.0001392008,0.0001045326,0.0003686591,0.0000807141,0.0001001892,0.00005445337,0.0000372049],"category_scores_gemma":[0.0002906163,0.0001149915,0.00002923202,0.0004257537,0.0001360636,0.0004050187,0.0001118221,0.00003280255,0.000006456024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864126,"about_ca_system_score_gemma":0.00001281261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004928148,"about_ca_topic_score_gemma":0.002759506,"domain_scores_codex":[0.9989046,0.00008386403,0.0003010505,0.0003861524,0.0001353496,0.0001889591],"domain_scores_gemma":[0.9992545,0.0002862434,0.0001728964,0.0001865563,0.0000432183,0.00005662645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002296176,0.00001524679,0.9642831,0.00002619035,0.00001236541,4.327676e-7,0.0001818597,0.00003683892,0.03193909,0.0005578048,0.001022754,0.001901325],"study_design_scores_gemma":[0.0008893927,0.00001699177,0.9929332,0.00006417826,0.00002168051,0.000003744885,0.0001753709,0.0007244486,0.0001848399,0.0004694989,0.004365365,0.0001513501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882408,0.00001608651,0.01572181,0.1003424,0.00005075988,0.001084088,0.00006565678,0.00005742495,0.0002538109],"genre_scores_gemma":[0.9948502,0.00004212313,0.001960663,0.002664651,0.00002969111,0.000192811,0.00004887687,0.000007803218,0.0002031489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124422,"threshold_uncertainty_score":0.4689219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206880974187497,"score_gpt":0.2293444036767595,"score_spread":0.2072755939348845,"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."}}