{"id":"W2234790651","doi":"10.20527/jwem.v3i1.4","title":"Life Cycle Assessment of Sago Palm, Oil Palm, and Paddy Cultivated on Peat Land","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Peat; Agroforestry; Deforestation (computer science); Land use; Marginal land; Life-cycle assessment; Land use, land-use change and forestry; Geography; Agricultural land; Sustainability; Environmental science; Agricultural economics; Forestry; Production (economics); Engineering; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002163034,0.0002656325,0.0005765659,0.000192166,0.0001788217,0.0003186078,0.0009895671,0.0000954185,0.007253258],"category_scores_gemma":[0.0009262275,0.0002170949,0.00009589139,0.0006228659,0.0003533328,0.001125719,0.0008508701,0.0003228316,0.00001999721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283672,"about_ca_system_score_gemma":0.000147843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036742,"about_ca_topic_score_gemma":0.0000939185,"domain_scores_codex":[0.9970912,0.0004245167,0.0006769003,0.0005371275,0.0009091135,0.0003611166],"domain_scores_gemma":[0.9980172,0.0001487268,0.0005214488,0.0005193055,0.0001335325,0.0006597923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001450556,0.000428958,0.9600858,0.0000571606,0.00004946951,0.00001090329,0.0002789049,0.001914775,0.00623787,0.00001930177,0.0132952,0.01747661],"study_design_scores_gemma":[0.0008335035,0.00003817869,0.9844836,0.00007053466,0.00003131145,0.000005828457,0.0003566133,0.0003747454,0.003083711,0.00166375,0.008787266,0.0002709532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734539,0.0007973022,0.0000329927,0.0006036684,0.0002809509,0.0002319516,0.00002053515,0.00002712591,0.02455162],"genre_scores_gemma":[0.9973603,0.001232096,0.0002361651,0.0002685572,0.00006721067,0.00001936618,0.000007301529,0.00002538977,0.000783621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02439781,"threshold_uncertainty_score":0.9936543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1778186746050276,"score_gpt":0.5240130137562535,"score_spread":0.346194339151226,"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."}}