{"id":"W4392991668","doi":"10.3390/rs16061088","title":"Increasing Forest Cover and Connectivity Both Inside and Outside of Protected Areas in Southwestern Costa Rica","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; University of Colorado Boulder; Moore Family Foundation; International Conservation Fund of Canada; Gordon and Betty Moore Foundation; U.S. Department of Agriculture; National Aeronautics and Space Administration","keywords":"Forest cover; Cover (algebra); Geography; Physical geography; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002916722,0.0001338072,0.00009828433,0.0008647829,0.000311066,0.0004733367,0.0002189081,0.0001146167,0.0005736549],"category_scores_gemma":[0.000950409,0.00007858666,0.000112507,0.00114404,0.0002961338,0.000261917,0.0004710978,0.0001152608,0.00006460674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033035,"about_ca_system_score_gemma":0.0004723686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1832869,"about_ca_topic_score_gemma":0.3449825,"domain_scores_codex":[0.9998689,0.00004333569,0.000009488235,0.00003041324,0.000021594,0.00002629056],"domain_scores_gemma":[0.9996113,0.00006147189,0.0001594701,0.00004178276,0.00008967509,0.00003629865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000243045,0.0000242883,0.9834373,0.00003629606,0.00003858768,0.0001590025,0.001275505,0.0006495863,0.0007262629,0.000199683,0.0006315971,0.01279766],"study_design_scores_gemma":[0.000001104814,0.000003624518,0.9982868,0.000009637621,0.000007595458,0.00003122235,0.0005552739,0.0004041344,0.00005025865,0.00002023494,0.0006287459,0.000001502459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977641,0.0001780427,0.00005284449,0.0000873558,8.973159e-7,0.00000632135,0.0003366696,0.000007691331,0.00156604],"genre_scores_gemma":[0.9992756,0.0001189216,0.0001267677,0.00001718664,0.000001479756,0.000006776757,0.0002085195,0.00000186205,0.000242916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832869,"threshold_uncertainty_score":0.36444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123809671384306,"score_gpt":0.2318781915770735,"score_spread":0.2194972244386429,"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."}}