{"id":"W2041328059","doi":"10.3390/su3030541","title":"Sustainable Food Production Systems and Food Security: Economic and Environmental Imperatives in Yam Cultivation in Trelawny, Jamaica","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Subsistence agriculture; Sustainability; Food security; Livelihood; Business; Agriculture; Production (economics); Food systems; Consumption (sociology); Agricultural economics; Dioscorea; Geography; Natural resource economics; Agroforestry; Economics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001430164,0.0002062592,0.0004283028,0.0003176224,0.000108998,0.00006344757,0.0000887185,0.0001408204,0.00002969084],"category_scores_gemma":[0.0003166847,0.0002540012,0.00003676819,0.0001197666,0.0002191233,0.0009692464,0.0001136037,0.0002211856,0.000005023699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403623,"about_ca_system_score_gemma":0.00007117992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225584,"about_ca_topic_score_gemma":0.0006723511,"domain_scores_codex":[0.9979721,0.00009322992,0.0006256497,0.0008527735,0.00001922235,0.0004370713],"domain_scores_gemma":[0.999316,0.00004215302,0.0002070352,0.0003292804,0.0000212579,0.00008427984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007267917,0.0001760229,0.8252763,0.0002639916,0.00001658784,0.000001720608,0.007899699,0.000031639,0.000002917245,0.1659909,0.00001255537,0.000255011],"study_design_scores_gemma":[0.000910909,0.0004464011,0.6703379,0.000008213243,0.000003467228,0.000007884588,0.01406602,0.0008302649,0.0001168778,0.3121731,0.0007633531,0.0003356513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949815,0.002140307,0.00001919052,0.0003864452,0.000154653,0.001152619,0.00005614413,0.00002067974,0.00108849],"genre_scores_gemma":[0.9993462,0.0001663429,0.00002474934,0.00001030454,0.000060578,0.0001523003,0.00001377049,0.00001747529,0.0002082663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549384,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354584995906926,"score_gpt":0.1892179777742804,"score_spread":0.1756721278152112,"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."}}