{"id":"W3162466932","doi":"10.5267/j.dsl.2021.4.001","title":"The issue in Indonesian palm oil stock decision making: Sustainable and risk criteria","year":2021,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Certification; Stock (firearms); Profitability index; Stock exchange; Sustainable development; Environmental economics; Palm oil; Finance; Economics; Agricultural science; Engineering","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":[0.00425521,0.0001641625,0.0001669953,0.0001371839,0.001267342,0.0005742118,0.0006236468,0.00005401479,0.0004817076],"category_scores_gemma":[0.003872442,0.0001185224,0.00004500679,0.002155,0.001335233,0.0007801307,0.0008672058,0.0002678714,0.0001014563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393658,"about_ca_system_score_gemma":0.00006903725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183812,"about_ca_topic_score_gemma":0.000209579,"domain_scores_codex":[0.9967297,0.0002056344,0.0003848205,0.0009509225,0.001039427,0.0006895494],"domain_scores_gemma":[0.9982333,0.0006009273,0.00009986552,0.0008377045,0.00006861601,0.0001595503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007627731,0.00004835311,0.3348873,0.000005711978,0.000001278613,0.0001397406,0.0007285998,0.0005295651,0.003262423,0.00009986429,0.006823587,0.6533973],"study_design_scores_gemma":[0.000414997,0.00002683009,0.8892583,0.00002137217,0.000004367457,0.00004743567,0.003963596,0.00164608,0.0007116093,0.007444862,0.09622027,0.0002403002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885312,0.0000778568,0.001842744,0.007757568,0.0004634458,0.0001163097,8.307732e-7,0.00002200202,0.00118804],"genre_scores_gemma":[0.9933694,0.0001271938,0.004173779,0.001609379,0.00003942517,0.00001608577,3.161276e-7,0.000009385697,0.0006550277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.653157,"threshold_uncertainty_score":0.97475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007777103947286067,"score_gpt":0.2869965063834422,"score_spread":0.2792194024361561,"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."}}