{"id":"W2147120592","doi":"10.5539/jgg.v4n1p103","title":"From Land Cover to Landscape Structure: Change and Fragmentation Analysis in Korup National Park, Cameroon","year":2012,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National park; Land cover; Geography; Fragmentation (computing); Ecosystem; Protected area; Forestry; Environmental resource management; Land use; Physical geography; Environmental protection; Environmental science; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004630262,0.0002119262,0.0001274182,0.001441023,0.0002792266,0.0004987448,0.0001445324,0.0001650574,0.0006273107],"category_scores_gemma":[0.0008635445,0.0001364158,0.0001625529,0.001573603,0.0003849489,0.0003515364,0.0002980133,0.0001649934,0.00006394184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008755424,"about_ca_system_score_gemma":0.0003379691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06507042,"about_ca_topic_score_gemma":0.1152082,"domain_scores_codex":[0.9998415,0.00006455128,0.00001019547,0.00002719451,0.00001380954,0.00004268491],"domain_scores_gemma":[0.9996606,0.00009391746,0.0001096728,0.00001749652,0.0000631407,0.00005516523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007398769,0.00002630523,0.9901186,0.00001770464,0.00002104292,0.0003676078,0.0004901283,0.0004772971,0.001157359,0.00004622464,0.0001191156,0.007084491],"study_design_scores_gemma":[0.000001608954,0.00002204663,0.9980025,0.000007436038,0.000009342069,0.00009132628,0.0007799139,0.0008165982,0.0001255248,0.00001180757,0.0001292332,0.000002851363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999683,0.00006397927,0.00004301067,0.00001445003,0.000001414699,0.000003819001,0.0001126152,8.502592e-7,0.0000768472],"genre_scores_gemma":[0.999589,0.00006446332,0.0001460935,0.00000484525,0.000001364318,0.000006215304,0.0001351049,4.897207e-7,0.00005242665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06507042,"threshold_uncertainty_score":0.1293833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906975980978627,"score_gpt":0.2245241240340546,"score_spread":0.2154543642242683,"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."}}