{"id":"W4411254215","doi":"10.1505/146554825840044794","title":"Participatory forest management in Sri Lanka: myth or reality?","year":2025,"lang":"en","type":"article","venue":"The International Forestry Review","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sri lanka; Mythology; Citizen journalism; Geography; Environmental planning; Sociology; Art; Computer science; World Wide Web; Literature","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":[0.01660671,0.000424857,0.000656111,0.001284065,0.003976772,0.009803858,0.001737748,0.002380047,0.001192051],"category_scores_gemma":[0.008627033,0.0003313952,0.0004147105,0.003041919,0.01608159,0.005286768,0.004550581,0.003524127,0.0001723328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00683547,"about_ca_system_score_gemma":0.01760971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726602,"about_ca_topic_score_gemma":0.02901203,"domain_scores_codex":[0.9788162,0.01608879,0.0008676002,0.0008507191,0.001776574,0.001600149],"domain_scores_gemma":[0.9923956,0.004739312,0.001152565,0.000407355,0.0008464787,0.000458662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001016927,0.0001684981,0.01179891,0.0236626,0.0002347281,0.003084983,0.2263182,0.001270832,0.001818151,0.3535803,0.02304056,0.3549206],"study_design_scores_gemma":[0.00003575119,0.0003960605,0.02377724,0.02596894,0.0001592164,0.00221962,0.4183134,0.0003898969,0.0006928567,0.03956764,0.4883404,0.00013903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08445934,0.7050217,0.002905216,0.1485591,0.0009238757,0.0001365239,0.0000668022,0.00004458549,0.05788289],"genre_scores_gemma":[0.6802314,0.30641,0.003015516,0.007808796,0.0003641802,0.0002342705,0.00005006554,0.00001625894,0.001869428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01726602,"threshold_uncertainty_score":0.08782578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778757307739065,"score_gpt":0.3154869490738428,"score_spread":0.2576993759964522,"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."}}