{"id":"W2788399735","doi":"10.1146/annurev-arplant-042817-040256","title":"Trends in Global Agricultural Land Use: Implications for Environmental Health and Food Security","year":2018,"lang":"en","type":"review","venue":"Annual Review of Plant Biology","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":940,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agriculture; Food security; Agricultural productivity; Natural resource economics; Food processing; Population; Per capita; Population growth; Malnutrition; Food systems; World population; Environmental degradation; Production (economics); Agricultural economics; Economic growth; Geography; Business; Economics; Political science; Ecology; Environmental health; Biology; Developing country; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007038436,0.000665721,0.0008022961,0.002349461,0.0003534154,0.001584533,0.0006831556,0.001054411,0.005111059],"category_scores_gemma":[0.001157796,0.0001819631,0.0006196677,0.004675308,0.0009190023,0.002007189,0.000917695,0.001486065,0.001090308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009914034,"about_ca_system_score_gemma":0.00189835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005378131,"about_ca_topic_score_gemma":0.009024585,"domain_scores_codex":[0.9997789,0.00004367189,0.00002585819,0.00005498156,0.00006790165,0.00002864305],"domain_scores_gemma":[0.9994946,0.0001955212,0.0001021046,0.00002011724,0.0001408532,0.00004683231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004106011,0.00003915417,0.003820116,0.01534788,0.0002527579,0.0002834759,0.0003660887,0.001031753,0.001514913,0.01993269,0.04661566,0.9107545],"study_design_scores_gemma":[0.000004315862,0.00004853373,0.009039283,0.006037342,0.0001296549,0.0006364304,0.0006534316,0.0001594611,0.0003025765,0.009377744,0.9735734,0.00003799798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007367631,0.9935103,0.00031416,0.002952356,0.0003541279,0.000005242727,0.0001881184,0.00001638352,0.001922568],"genre_scores_gemma":[0.003396179,0.995375,0.0002455062,0.0003570911,0.0001728054,0.000004323137,0.00009662916,0.000002842124,0.0003498154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005378131,"threshold_uncertainty_score":0.01709825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304460618807954,"score_gpt":0.3247169076128478,"score_spread":0.3016723014247683,"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."}}