{"id":"W4417231686","doi":"10.1007/s43621-025-02333-z","title":"Drivers and impact of deforestation in the natural tropical rainforests of Uganda","year":2025,"lang":"en","type":"article","venue":"Discover Sustainability","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Mendelova Univerzita v Brně","keywords":"Deforestation (computer science); Firewood; Agriculture; Government (linguistics); Rainforest; Sustainability; Forest degradation; Legislation; Food security","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":[],"consensus_categories":[],"category_scores_codex":[0.0001867037,0.00005448265,0.00008223144,0.00003892774,0.00004679452,0.00001046038,0.000128011,0.00002101916,0.00002493618],"category_scores_gemma":[0.0001468746,0.00003395192,0.00005333081,0.0002513757,0.0003584927,0.0001048389,0.0001494343,0.00004983815,2.547179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416479,"about_ca_system_score_gemma":0.00004035563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003817175,"about_ca_topic_score_gemma":0.001068925,"domain_scores_codex":[0.9994623,0.00006410995,0.0001271247,0.000113706,0.000137279,0.00009547605],"domain_scores_gemma":[0.9996983,0.00007163525,0.00004402272,0.0001563473,0.00001780538,0.00001193763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005670575,0.00005590457,0.9943969,0.00005084175,0.000007549323,9.245666e-7,0.00252445,0.0006908961,0.00001047614,0.0004241109,0.00007883418,0.001702406],"study_design_scores_gemma":[0.0003051559,0.00003939924,0.9914593,0.000003884184,0.00001034708,1.095825e-7,0.004437024,0.0006025933,0.00001165907,0.002938489,0.0001602922,0.00003170775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982778,0.00001323248,0.0001303325,0.0004774429,0.00001444754,0.0002792944,0.000004496922,0.00000231688,0.0008005704],"genre_scores_gemma":[0.9998381,0.00000363015,0.00001420783,0.00003552555,0.000001341326,0.000002399816,0.000003902275,6.876353e-7,0.0001002802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002937562,"threshold_uncertainty_score":0.5770452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003173589984636967,"score_gpt":0.2437739773990708,"score_spread":0.2406003874144338,"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."}}