{"id":"W264713613","doi":"10.5751/es-02292-120237","title":"Will Forests Remain in the Face of Oil Palm Expansion? Simulating Change in Malinau, Indonesia","year":2007,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Tropical Timber Organization","keywords":"Palm oil; Face (sociological concept); Palm; Elaeis guineensis; Climate change; Agroforestry; Geography; Ecology; Forestry; Environmental science; Sociology; Biology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008271064,0.0004750827,0.0006094353,0.0003275387,0.0007932485,0.001688081,0.001511144,0.001968819,0.004307696],"category_scores_gemma":[0.002514689,0.0003874301,0.0007361991,0.0006026757,0.0007505604,0.001736983,0.0009895802,0.001099283,0.000403772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589575,"about_ca_system_score_gemma":0.001244365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08977544,"about_ca_topic_score_gemma":0.09850141,"domain_scores_codex":[0.9997528,0.0001135393,0.00001274808,0.00003521021,0.00001494923,0.00007072635],"domain_scores_gemma":[0.999144,0.0004175357,0.00008527437,0.0000541054,0.00007188263,0.0002271356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000745054,0.0003299078,0.07976711,0.0001202584,0.0001695907,0.0005896384,0.0004568388,0.8972049,0.0009500074,0.004158337,0.006968498,0.008539905],"study_design_scores_gemma":[0.0002176222,0.0002053709,0.03457872,0.00005398068,0.0001538928,0.000140275,0.002776868,0.9496413,0.0007433136,0.006753487,0.004663095,0.0000720005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828261,0.0002722324,0.001203537,0.003198843,0.00008058525,0.00002832466,0.002265297,0.00008456472,0.01004057],"genre_scores_gemma":[0.9982359,0.0001192544,0.0005569395,0.00007998972,0.000008428267,0.00001536789,0.0003971529,0.00001784589,0.0005690473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08977544,"threshold_uncertainty_score":0.1785058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257002856339905,"score_gpt":0.2720548417534665,"score_spread":0.2594848131900674,"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."}}