{"id":"W6990151981","doi":"","title":"Current Upland Farm Forestry Condition and Its Past and Present Management Policy in Korea","year":2010,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Rural Economic Institute; International Development Research Centre","keywords":"Agriculture; Government (linguistics); Sustainable development; Forest management; Community forestry; Sustainable forest management; Forest cover","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000147311,0.00006447297,0.00007931147,0.00003877002,0.0001865956,0.000039717,0.0001343142,0.00004106628,0.000004037156],"category_scores_gemma":[0.000003642505,0.00003069412,0.00002811311,0.0001975625,0.0001338624,0.0003293935,0.0002985942,0.00009924942,6.723665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003985198,"about_ca_system_score_gemma":0.00000717962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170094,"about_ca_topic_score_gemma":0.0001770572,"domain_scores_codex":[0.9996403,0.00002602862,0.00007905779,0.0001174514,0.00004866555,0.00008846218],"domain_scores_gemma":[0.9997782,0.00007256209,0.00005699404,0.00004300568,0.000007731031,0.00004153542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002227396,0.00005317292,0.9852315,0.00001459208,0.00001701747,0.00001869479,0.00003705777,4.713525e-7,0.0002603251,0.01039621,0.0002966434,0.003651998],"study_design_scores_gemma":[0.0001266015,0.00002658621,0.9627885,0.00001937553,0.000007198358,0.000009625742,0.0002012776,0.000007363855,0.0003839934,0.0005758795,0.03579469,0.00005891879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830309,0.00009957892,7.158135e-8,0.001961687,0.00006361399,0.0001237379,0.00008080005,0.00001442307,0.01462521],"genre_scores_gemma":[0.9982507,0.00005783953,0.000002660491,0.00002452926,0.00003852906,8.110528e-7,0.00001954462,4.796425e-7,0.001604953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549804,"threshold_uncertainty_score":0.1435161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008307314420340583,"score_gpt":0.1776760941382671,"score_spread":0.1693687797179265,"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."}}