{"id":"W4312205755","doi":"10.3390/land12010071","title":"Land Use and Landscape Characteristics Are Associated with Core Forest Patches in Ghana","year":2022,"lang":"en","type":"article","venue":"Land","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fragmentation (computing); Terrain; Geography; Land use; Physical geography; Forest fragmentation; Elevation (ballistics); Range (aeronautics); Logging; Environmental science; Ecology; Agroforestry; Forestry; Cartography; Habitat; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233111,0.0001738423,0.000210913,0.0005171507,0.0002351753,0.0004751581,0.0002057289,0.000193842,0.002568661],"category_scores_gemma":[0.001550607,0.0001637531,0.000241354,0.001168465,0.0004584368,0.0004778992,0.0003915721,0.0002573181,0.000229106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100878,"about_ca_system_score_gemma":0.0002042643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789377,"about_ca_topic_score_gemma":0.02803826,"domain_scores_codex":[0.9997916,0.00006609799,0.0000182677,0.00004108143,0.00002916103,0.00005379456],"domain_scores_gemma":[0.99845,0.0003423432,0.0009266417,0.00005968542,0.00005950809,0.0001618201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003230503,0.00002310183,0.9973195,0.000007890516,0.00001610794,0.0001991948,0.0001959613,0.0001425089,0.0001952068,0.0000473828,0.00005996796,0.0017609],"study_design_scores_gemma":[0.000001897116,0.00001909558,0.9986799,0.000008288616,0.000006951582,0.000195485,0.0005775085,0.0002895077,0.00002239816,0.00004805905,0.0001494938,0.000001388304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999409,0.0001012255,0.00005314065,0.00003795115,8.164291e-7,0.000002308681,0.00006492197,0.000001449431,0.0003292397],"genre_scores_gemma":[0.9997602,0.00006027194,0.00004459935,0.000004287235,0.000001170479,0.000001527605,0.00005795196,0.000001055903,0.00006906397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789377,"threshold_uncertainty_score":0.0355792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018460020948364,"score_gpt":0.1750356168223187,"score_spread":0.154851016612835,"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."}}