{"id":"W2780804778","doi":"10.1007/s10113-017-1263-9","title":"Energy flows in the coffee plantations of Costa Rica: from traditional to modern systems (1935–2010)","year":2017,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Economía y Competitividad; Banco Santander; Social Sciences and Humanities Research Council of Canada; Fundación Banco Santander","keywords":"Productivity; Context (archaeology); Biomass (ecology); Ecosystem; Agriculture; Investment (military); Agricultural economics; Agroforestry; Natural resource economics; Environmental science; Economics; Geography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001880519,0.0001178826,0.00007179472,0.00075899,0.0002478288,0.0005422364,0.0001670888,0.0001729374,0.000748485],"category_scores_gemma":[0.000321676,0.00007126675,0.0001910223,0.001406668,0.000292145,0.0002782728,0.0004243462,0.0001358346,0.00006881246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002410796,"about_ca_system_score_gemma":0.0004081211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.196527,"about_ca_topic_score_gemma":0.2654164,"domain_scores_codex":[0.9999474,0.000008764313,0.000004553063,0.00001207053,0.000008075697,0.00001913121],"domain_scores_gemma":[0.9998872,0.00001192037,0.00005558314,0.00001011756,0.0000226838,0.00001254209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001625815,0.00004563528,0.9497651,0.0001504043,0.0001444322,0.000504954,0.004196708,0.003060415,0.002196789,0.002114471,0.001181517,0.03647685],"study_design_scores_gemma":[7.349524e-7,0.000003924236,0.9972199,0.000006731121,0.00000565475,0.00004436781,0.0002951659,0.0002281,0.0001028288,0.00002852103,0.002061479,0.00000259591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970118,0.0007916166,0.00005614821,0.0001064337,0.000002601084,0.00000306823,0.0006522036,0.000004976228,0.001371107],"genre_scores_gemma":[0.9987082,0.0003583122,0.00006391718,0.00001149468,0.00000409348,0.000002447261,0.0003601169,0.000001110258,0.0004902253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.196527,"threshold_uncertainty_score":0.3907662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168240801779182,"score_gpt":0.2380581526693316,"score_spread":0.1212340724914134,"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."}}