{"id":"W2981939107","doi":"10.3390/f10110946","title":"Examining the Sustainability of Tropical Island Forests: Advances and Challenges in Measurement, Monitoring, and Reporting in the U.S. Caribbean and Pacific","year":2019,"lang":"en","type":"article","venue":"Forests","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brandeis University","keywords":"Geography; Sustainability; Threatened species; Ecosystem services; Mainland; Endemism; Ecology; Biodiversity; Small Island Developing States; Agroforestry; Ecosystem; Environmental resource management; Climate change; Habitat; 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":[0.01535537,0.0004666363,0.0003574391,0.005398319,0.001312495,0.003388023,0.001532651,0.0004482823,0.0007713833],"category_scores_gemma":[0.04503568,0.0002448213,0.0002280316,0.009978534,0.001312586,0.002161197,0.003286351,0.001118689,0.000120585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409134,"about_ca_system_score_gemma":0.01053224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4856241,"about_ca_topic_score_gemma":0.642552,"domain_scores_codex":[0.9926805,0.002502376,0.00111709,0.0007128816,0.002614008,0.0003730604],"domain_scores_gemma":[0.9473869,0.01217397,0.00956953,0.003077714,0.02577591,0.00201603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002774911,0.00005866795,0.7035699,0.0009611684,0.0001524712,0.0001699402,0.008037069,0.001635047,0.0008860232,0.002024408,0.005330165,0.2771474],"study_design_scores_gemma":[0.000007477894,0.00006941736,0.9331833,0.001996225,0.0001165509,0.0001365195,0.02089299,0.004546219,0.0008859647,0.002250528,0.03585457,0.00006042052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8203082,0.04114325,0.0257469,0.01540969,0.0002705118,0.001630626,0.01279553,0.0004042911,0.08229106],"genre_scores_gemma":[0.9359339,0.02696921,0.02984238,0.0009406481,0.000172831,0.0009160677,0.003754073,0.00005786502,0.001413053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856241,"threshold_uncertainty_score":0.9655949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06291689139997488,"score_gpt":0.2481112150140901,"score_spread":0.1851943236141153,"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."}}