{"id":"W4400054646","doi":"10.1080/14672715.2024.2368161","title":"Expanding Protected Areas Globally Post-2020: A Critical Perspective from Thailand, with Implications for Community Forestry","year":2024,"lang":"en","type":"article","venue":"Critical Asian Studies","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Community forestry; Forestry; Political science; Environmental resource management; Business; Environmental planning; Geography; Economics; Forest management; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003530944,0.000832242,0.0002607827,0.002175213,0.008245388,0.01271684,0.0009858899,0.002572664,0.004253175],"category_scores_gemma":[0.002323799,0.0001965123,0.0002722948,0.004929731,0.01086355,0.008524403,0.004345993,0.005389736,0.0002128502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457893,"about_ca_system_score_gemma":0.01377189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06353373,"about_ca_topic_score_gemma":0.1396572,"domain_scores_codex":[0.9986021,0.0006349271,0.00005986942,0.00007416437,0.0001899624,0.0004389535],"domain_scores_gemma":[0.9969875,0.001260355,0.0004280726,0.00005812138,0.0005265916,0.0007393106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001763463,0.000184801,0.01924514,0.003249791,0.00006200728,0.01758858,0.3829563,0.002356715,0.002308581,0.3937306,0.04649645,0.1316448],"study_design_scores_gemma":[0.000008106541,0.0001517029,0.01490681,0.002354693,0.00003358722,0.001951644,0.6513681,0.0005019775,0.0008196085,0.02386798,0.3039516,0.00008408757],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3643085,0.1039128,0.002330208,0.2075597,0.00149218,0.0002063439,0.0005357396,0.00005486396,0.3195996],"genre_scores_gemma":[0.9221302,0.05727998,0.001023536,0.007174108,0.0004093914,0.0001091394,0.0001599608,0.00003439701,0.01167937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06353373,"threshold_uncertainty_score":0.1263278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370042818011426,"score_gpt":0.3199499633507613,"score_spread":0.2829456815496186,"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."}}