{"id":"W6901487500","doi":"10.60692/675hm-jqy43","title":"Community perception of forest reserve regulations enforcement in the Tano-Offin forest reserve, Ghana","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Enforcement; Forest reserve; Nature reserve; Perception; Law enforcement; Local community","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":[0.0009307961,0.0001475724,0.0002160528,0.0004475046,0.0009470144,0.0006911561,0.0002230937,0.0002719409,0.002615493],"category_scores_gemma":[0.002686575,0.0001333834,0.0001334605,0.0005235391,0.001036309,0.0006593321,0.0006548142,0.0003993002,0.00009674337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007962484,"about_ca_system_score_gemma":0.0007559262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03437399,"about_ca_topic_score_gemma":0.06459771,"domain_scores_codex":[0.9994903,0.0002339289,0.00003315663,0.00005575024,0.00008393841,0.0001030529],"domain_scores_gemma":[0.9979366,0.0004768165,0.0009565021,0.00004957232,0.0001471991,0.0004334408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004948734,0.000121116,0.9643586,0.00004535323,0.00001881506,0.0005582764,0.02657107,0.00004586553,0.00061262,0.0001390522,0.0002671467,0.00721261],"study_design_scores_gemma":[0.000005769658,0.0001114439,0.8966157,0.00006362317,0.000009637023,0.0001945586,0.1019175,0.0001580121,0.00005403641,0.00006845176,0.0007927521,0.000008563331],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994904,0.00004293272,0.00002372433,0.00009740491,0.000001880593,0.000004601396,0.00001039557,4.305503e-7,0.0003282485],"genre_scores_gemma":[0.9997676,0.00005784604,0.00003149453,0.00002319052,0.000001393661,0.000003806136,0.00001069166,3.393226e-7,0.0001036125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03437399,"threshold_uncertainty_score":0.06834781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0570987875961073,"score_gpt":0.2174661903679082,"score_spread":0.1603674027718009,"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."}}