{"id":"W2606897976","doi":"10.1088/1748-9326/aa6940","title":"Latin American oil palm follows an unfamiliar route to avoid deforestation","year":2017,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Palm oil; Deforestation (computer science); Latin Americans; Palm; Environmental science; Agroforestry; Geography; Forestry; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238767,0.0002026033,0.0001239011,0.0001574453,0.001727006,0.001047178,0.0002362736,0.0004992295,0.01317356],"category_scores_gemma":[0.0007320466,0.00007157058,0.00009848557,0.0002015492,0.0006693326,0.0005556067,0.0007428646,0.0005289137,0.002573602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006065481,"about_ca_system_score_gemma":0.0008384659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965594,"about_ca_topic_score_gemma":0.09853724,"domain_scores_codex":[0.9998822,0.00003008473,0.000002686749,0.0000250534,0.00002098278,0.00003888366],"domain_scores_gemma":[0.9997477,0.00003193789,0.00006604563,0.00003972445,0.00005650863,0.00005811943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001999917,0.002407023,0.3897536,0.0003154101,0.0001163489,0.00494916,0.03407331,0.001295677,0.1273678,0.03777509,0.02986247,0.3700842],"study_design_scores_gemma":[0.0001275789,0.000880917,0.3557169,0.0003465804,0.0000834009,0.00326071,0.08596589,0.002413311,0.02185711,0.01149461,0.5177652,0.0000877352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663643,0.0002388263,0.002602459,0.002534196,0.00007860609,0.00001965087,0.00008773158,0.00008250537,0.1279917],"genre_scores_gemma":[0.9579945,0.0002765012,0.00211976,0.0005500425,0.00001918248,0.00001377003,0.00007207801,0.00003265264,0.03892148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01965594,"threshold_uncertainty_score":0.04406995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309589577068692,"score_gpt":0.3369869313197407,"score_spread":0.3060279736128715,"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."}}