{"id":"W3194133856","doi":"10.18280/ijsdp.160418","title":"The Sustainability of Independent Palm Oil Smallholders in Multi-Tier Supply Chains in East Kalimantan Indonesia","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Pertanian Bogor; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Sustainability; Indonesian; Palm oil; Business; General partnership; Agricultural economics; Environmental planning; Environmental resource management; Agroforestry; Geography; Environmental science; Economics; Ecology","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":[0.002042679,0.0001393547,0.0002161531,0.0002203724,0.0001217821,0.00007883608,0.0003137053,0.00006924603,0.00005910869],"category_scores_gemma":[0.0006367907,0.0001141749,0.0000494108,0.0003640161,0.0001628211,0.0003628979,0.0002766034,0.0003387831,7.033434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187027,"about_ca_system_score_gemma":0.0004903378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00018611,"about_ca_topic_score_gemma":0.0002912935,"domain_scores_codex":[0.9979253,0.0001587864,0.0007538069,0.0002320424,0.0005761274,0.0003539535],"domain_scores_gemma":[0.9989212,0.0001129564,0.0002849265,0.000112522,0.0004861612,0.00008224042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002219406,0.0002064487,0.9604996,0.00005530427,0.00003219701,0.002072278,0.01503387,0.003817626,0.00006047942,0.0003926401,0.00004343386,0.01756418],"study_design_scores_gemma":[0.001076566,0.00001888302,0.8288217,0.00005383692,0.000003368274,0.00008757015,0.1647785,0.0002155959,0.0004558723,0.0004692963,0.003901726,0.0001171203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966583,0.0003302335,0.0001946797,0.002056977,0.000212767,0.00008808398,8.075294e-7,0.000003517595,0.0004546765],"genre_scores_gemma":[0.9977377,0.00007456209,0.000553908,0.00005989053,0.00002656295,0.000008284082,0.000003694893,0.000007308237,0.001528058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497446,"threshold_uncertainty_score":0.4655915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533911377366829,"score_gpt":0.257498903409333,"score_spread":0.2421597896356647,"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."}}