{"id":"W2989693249","doi":"10.1016/j.oneear.2019.10.022","title":"Agriculture 5.0: Reconciling Production with Planetary Health","year":2019,"lang":"en","type":"article","venue":"One Earth","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Agriculture; Agricultural revolution; Ingenuity; Famine; Civilization; Industrial Revolution; Food processing; Digital Revolution; Green Revolution; Business; Food systems; Agricultural economics; Natural resource economics; Food security; Economics; Political science; History; Law; Archaeology","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":[0.002561352,0.0007343444,0.0003468996,0.001685171,0.0005086401,0.004227806,0.001420501,0.001357805,0.01259577],"category_scores_gemma":[0.004032095,0.000298884,0.0007013792,0.001362514,0.001033415,0.002762622,0.004598428,0.0009982113,0.002209327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557781,"about_ca_system_score_gemma":0.002559528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848091,"about_ca_topic_score_gemma":0.006786772,"domain_scores_codex":[0.9992231,0.0003615443,0.00003589262,0.00007967404,0.0001667973,0.0001330523],"domain_scores_gemma":[0.9984855,0.0005897084,0.0002034885,0.0002208971,0.0001892383,0.0003110873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00038211,0.0001592133,0.04075192,0.001502383,0.0002664435,0.0002929823,0.001412225,0.02169411,0.004471266,0.4919552,0.1198383,0.3172738],"study_design_scores_gemma":[0.00004676378,0.0001920642,0.02777837,0.0008649268,0.0001950793,0.0004133008,0.001707021,0.02156409,0.005679084,0.3711348,0.5703158,0.000108686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1561273,0.01983265,0.2013552,0.1007439,0.001745795,0.000162181,0.01252605,0.02629394,0.4812131],"genre_scores_gemma":[0.8218195,0.01094886,0.1353237,0.005540253,0.0005598849,0.0001446177,0.006222927,0.002125751,0.01731442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01259577,"threshold_uncertainty_score":0.04213709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004846083651225365,"score_gpt":0.1696105842168811,"score_spread":0.1647645005656558,"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."}}