{"id":"W2267602015","doi":"10.1371/journal.pbio.1002357","title":"Standardized Assessment of Biodiversity Trends in Tropical Forest Protected Areas: The End Is Not in Sight","year":2016,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Northrop Grumman; Wildlife Conservation Society; Pontificia Universidad Católica del Ecuador; Escuela de Ciencias Biológicas, Universidad Nacional Costa Rica; Gordon and Betty Moore Foundation; Smithsonian Institution","keywords":"Biology; Biodiversity; Tropical forest; Sight; Tropics; Ecology; Agroforestry","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":[0.0001458732,0.00008261423,0.0001501807,0.0000937208,0.00005991517,0.000004306475,0.0002400585,0.00006959272,0.001901462],"category_scores_gemma":[0.00002591003,0.00004441859,0.00004310585,0.0002442755,0.0003742573,0.00003445635,0.0003058727,0.00006796316,0.00002564655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829398,"about_ca_system_score_gemma":0.000008478806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008594255,"about_ca_topic_score_gemma":0.002273717,"domain_scores_codex":[0.9991422,0.0001538659,0.0001577479,0.0002295035,0.0001402305,0.0001765001],"domain_scores_gemma":[0.9996457,0.00007327728,0.00006901865,0.0001772255,0.000007508378,0.00002730456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007112783,0.000114877,0.9895894,0.000002982201,0.00001457706,0.000002948585,0.0002217811,0.00000401488,0.005638774,0.00002796272,0.0001732836,0.004138268],"study_design_scores_gemma":[0.001033125,0.0000995129,0.9909982,0.000007871679,0.00001008162,2.276116e-7,0.00007103197,0.00008926143,0.001021949,0.0001212456,0.00647888,0.00006863161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916271,0.000004737902,0.000109993,0.006803731,0.00002518964,0.0002204455,0.00007581412,0.000009900238,0.001123084],"genre_scores_gemma":[0.9994539,0.00001789603,0.0001387102,0.0002076636,0.000006521019,0.00001051133,0.000006557808,0.000001400187,0.0001568225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007826813,"threshold_uncertainty_score":0.9990109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255240991805657,"score_gpt":0.2382129767360538,"score_spread":0.2156605668179973,"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."}}