{"id":"W2187496652","doi":"","title":"Evaluating Management Performance and Effectiveness for Protected Areas","year":2009,"lang":"en","type":"article","venue":"","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Adaptive management; Ecosystem management; Business; Management by objectives; Natural resource management; Management system; Environmental planning; Natural resource; Geography; Ecosystem; Engineering; Operations management; Political science; Ecology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01134152,0.0006211275,0.0007469114,0.005004573,0.0006409123,0.003628792,0.0008782713,0.0006230649,0.007412775],"category_scores_gemma":[0.03453618,0.0001388191,0.0007717141,0.004372787,0.00152842,0.002864676,0.001514284,0.000515205,0.0005288208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00404458,"about_ca_system_score_gemma":0.00178061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004553243,"about_ca_topic_score_gemma":0.005176598,"domain_scores_codex":[0.9797662,0.008860671,0.001419201,0.00141479,0.007746692,0.0007924734],"domain_scores_gemma":[0.9613058,0.01644508,0.01229666,0.002099329,0.006514322,0.001338816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006107634,0.0007131178,0.545063,0.0011927,0.001043259,0.0001297381,0.001528784,0.04642333,0.001285744,0.04174234,0.006560076,0.3537072],"study_design_scores_gemma":[0.00008744126,0.002533447,0.8360273,0.001074927,0.00049671,0.000248472,0.004955981,0.07293386,0.003579066,0.04781718,0.03009234,0.0001533913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8167529,0.002409778,0.04024016,0.002155142,0.0001456969,0.0007016711,0.00316721,0.0003350436,0.1340924],"genre_scores_gemma":[0.987565,0.0002733555,0.009964539,0.00004813952,0.00004533482,0.00017294,0.0005668898,0.00001667927,0.001347131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134152,"threshold_uncertainty_score":0.05998039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149533100807964,"score_gpt":0.2609837105850006,"score_spread":0.1460304005042042,"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."}}