{"id":"W2158025771","doi":"10.1177/194008291000300202","title":"Parks, People and Pixels: Evaluating Landscape Effects of an East African National Park on its Surroundings","year":2010,"lang":"en","type":"article","venue":"Tropical Conservation Science","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Science Foundation","keywords":"Geography; National park; Deforestation (computer science); Wetland; Biodiversity; Agroforestry; Land cover; Fragmentation (computing); Environmental resource management; Land use; Environmental protection; Ecology; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007496824,0.0001027801,0.0001169731,0.00009481954,0.000441456,0.00008773972,0.0003130799,0.00004084282,0.0002479331],"category_scores_gemma":[0.0009881994,0.00008905509,0.00002298899,0.0006750402,0.000535139,0.0004001539,0.0001891557,0.000120598,0.00002966398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005103142,"about_ca_system_score_gemma":0.000050328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001594488,"about_ca_topic_score_gemma":0.0003572864,"domain_scores_codex":[0.9981443,0.00006817789,0.0001882067,0.0003800719,0.001014662,0.0002045362],"domain_scores_gemma":[0.9992217,0.0002417415,0.0001287937,0.0001682897,0.00009886798,0.0001405637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002602563,0.00007952657,0.9615149,0.00001624909,0.000002499999,5.959928e-7,0.0006765259,0.00004916603,0.03485667,0.0008010683,0.00007568705,0.001901051],"study_design_scores_gemma":[0.0003602206,0.0001553509,0.9791087,0.000009192373,0.000009035728,0.000001690696,0.0001934698,0.01796735,0.0008861703,0.0002380006,0.0009633786,0.0001074309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957464,0.000003751462,0.00009447308,0.001390871,0.0001367958,0.0002380543,0.000003424994,0.00002664584,0.002359593],"genre_scores_gemma":[0.998145,0.000002153813,0.001090682,0.0005734956,0.00002744451,0.000009110982,0.000003589322,0.000003421465,0.0001451341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0339705,"threshold_uncertainty_score":0.3631561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145478604305752,"score_gpt":0.2759840632456377,"score_spread":0.2445292772025802,"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."}}