{"id":"W2587269056","doi":"","title":"Changing paradigms in a changing climate: adaptive innovation towards forest management institutions to manage tropical forest in South and Southeast Asia","year":2011,"lang":"en","type":"article","venue":"OpenDocs (Institute of Development Studies)","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northern Research Station; Wageningen University and Research; U.S. Forest Service; State Key Laboratory of Urban and Regional Ecology; Natural Sciences and Engineering Research Council of Canada; Universiti Malaysia Sabah; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Chinesisch-Deutsche Zentrum für Wissenschaftsförderung; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Maj ja Tor Nesslingin Säätiö; South China Agricultural University; IC Design Education Center; National Research Foundation of Korea; China Agricultural University; Korea Environment Institute; Ministry of Environment; National Research Foundation; Honjo International Scholarship Foundation; Latvijas Zinātnes Padome; Foundation for Distinguished Young Talents in Higher Education of Guangdong; Suomen Kulttuurirahasto; Chinese Academy of Sciences; U.S. Department of Agriculture; National Key Research and Development Program of China; National Science Council; Universidade Federal do Maranhão; Deutsche Forschungsgemeinschaft; Slovenská Akadémia Vied; National Natural Science Foundation of China; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ecological Society of America; National Science Foundation; Ministry of Education, Culture, Sports, Science and Technology; Helsingin Yliopisto; Asia-Pacific Network for Global Change Research","keywords":"Forest management; Tropical forest; Climate change; Southeast asia; Geography; Agroforestry; Rainforest; Environmental resource management; Adaptive management; Business; Forestry; Ecology; Environmental science; History; Ethnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005779638,0.0001610856,0.0001029106,0.0006463308,0.004420638,0.005515885,0.001120993,0.0008643994,0.003225377],"category_scores_gemma":[0.004368009,0.000126373,0.0002305326,0.0006307412,0.006550479,0.00285991,0.004702209,0.001568723,0.0002107064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004601198,"about_ca_system_score_gemma":0.008088954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007243783,"about_ca_topic_score_gemma":0.01929463,"domain_scores_codex":[0.997321,0.00168041,0.00007254452,0.0002211503,0.0002441699,0.0004608372],"domain_scores_gemma":[0.9955233,0.001597278,0.0009957923,0.0003379502,0.0004744893,0.001071126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000697226,0.0004984499,0.1113752,0.0002807844,0.00003282751,0.002142408,0.7446592,0.0005630228,0.005170477,0.04976181,0.001481703,0.08396438],"study_design_scores_gemma":[0.00003459551,0.0002628561,0.1017291,0.0003751762,0.00004735926,0.0004380578,0.8108442,0.001728769,0.001838896,0.01593177,0.066722,0.00004719401],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473501,0.000195811,0.001601772,0.003759756,0.00002456738,0.00009466689,0.00001012042,0.00001506722,0.04694817],"genre_scores_gemma":[0.9969668,0.0001342505,0.0009110796,0.0002174921,0.000004115066,0.00002210504,0.000004208605,0.000004243086,0.001735812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007243783,"threshold_uncertainty_score":0.03338414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0743788357935483,"score_gpt":0.2576879274278462,"score_spread":0.1833090916342979,"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."}}