{"id":"W2885940215","doi":"10.1111/dech.12443","title":"Declining Food Security in a Philippine Oil Palm Frontier: The Changing Role of Cooperatives","year":2018,"lang":"en","type":"article","venue":"Development and Change","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Faculty of Science, University of Melbourne; Yale-NUS College; Yale University","keywords":"Agrarian society; Livelihood; Indigenous; Food security; Agrarian system; Wage; Poverty; Economics; Business; Economy; Agriculture; Market economy; Economic growth; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000290981,0.0001500315,0.0001871053,0.00002363333,0.0002465191,0.00002838736,0.0001591905,0.0000684507,0.00009855819],"category_scores_gemma":[0.00001565839,0.0000468596,0.0000244409,0.0003981411,0.00006746338,0.00009694155,0.0001545991,0.00008257497,0.000007762887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001929472,"about_ca_system_score_gemma":0.000009440807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003963325,"about_ca_topic_score_gemma":0.002667487,"domain_scores_codex":[0.9990448,0.00004165858,0.000236199,0.0002205925,0.0001641549,0.0002925375],"domain_scores_gemma":[0.9997189,0.00004576971,0.00008161832,0.0000331592,0.00006848043,0.00005209557],"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":[0.00006850209,0.0001268305,0.1240426,0.0000271017,0.00006148638,0.000002732375,0.108707,6.58384e-8,0.001617711,0.001427586,0.0002363932,0.7636819],"study_design_scores_gemma":[0.0003662621,0.000269648,0.9025913,0.0001655037,0.000007920677,0.000005011889,0.01496613,0.00003187553,0.01545205,0.001559594,0.06421976,0.0003648681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972829,0.00131449,4.807731e-7,0.0004074869,0.00009351931,0.0001372897,0.000008474252,0.00002246371,0.0007328641],"genre_scores_gemma":[0.9987265,0.000216575,0.000154977,0.0002737185,0.0002863363,0.00007138925,0.00004030238,9.970588e-7,0.0002292194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785487,"threshold_uncertainty_score":0.1910879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725310411952265,"score_gpt":0.2134149514761235,"score_spread":0.1861618473566008,"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."}}