{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082044,0.00006291318,0.000109166,0.00001282123,0.00008724495,0.000002856155,0.00008140868,0.000117429,0.00007062207],"category_scores_gemma":[0.00007873159,0.00004808161,0.00003445866,0.0002088977,0.0002469388,0.0001217601,0.00006821075,0.0001695468,0.000002086301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000776704,"about_ca_system_score_gemma":0.000006727914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437216,"about_ca_topic_score_gemma":0.004618363,"domain_scores_codex":[0.9992083,0.000124982,0.0001840712,0.0001869422,0.00008710905,0.0002086466],"domain_scores_gemma":[0.9996302,0.0001692049,0.00004895731,0.0001240137,0.000005143859,0.00002253966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001016243,0.00006849196,0.9731842,0.00001636676,0.000001167316,0.000004451661,0.02172654,0.0002223516,0.00006078535,0.00009059982,0.00003586115,0.004579026],"study_design_scores_gemma":[0.0003068052,0.00003364669,0.9878376,0.000003021672,0.0000014801,0.00000258683,0.009934943,0.0008284067,0.00002435796,0.0008456919,0.0001309918,0.0000504729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978827,0.00003076638,0.00001637794,0.001443765,0.00005273875,0.0001184834,4.569832e-7,0.000005354226,0.0004494145],"genre_scores_gemma":[0.9991831,0.0000264822,0.0001340528,0.0005381661,0.00002109262,0.00001090727,9.435431e-7,0.000002713972,0.00008252387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465341,"threshold_uncertainty_score":0.2577155,"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."}}