{"id":"W3172222912","doi":"10.3390/su13116260","title":"Sustainable Agri-Food Systems: Environment, Economy, Society, and Policy","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Biotechnology and Biological Sciences Research Council; Consortium of International Agricultural Research Centers; University of Pittsburgh; National Natural Science Foundation of China; Directorate for Biological Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Mylan; Social Sciences and Humanities Research Council of Canada; De La Salle University; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture; Natural Environment Research Council; Engineering and Physical Sciences Research Council; UK Research and Innovation; National Science Foundation","keywords":"Sustainability; Multidisciplinary approach; Corporate governance; Sustainable agriculture; Listing (finance); Agriculture; Political science; Green economy; Business; Sustainable development; Economics; Social science; Sociology; Geography; Management","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007376468,0.00042437,0.0004104116,0.00003371409,0.0006117576,0.000222062,0.0002740372,0.0002497173,0.001100247],"category_scores_gemma":[0.0004935603,0.0003809257,0.000232857,0.0004553226,0.001034932,0.0009159197,0.001446516,0.0003457153,0.00009478621],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007141726,"about_ca_system_score_gemma":0.000284076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510964,"about_ca_topic_score_gemma":0.0000403953,"domain_scores_codex":[0.9966547,0.0002763578,0.0004534326,0.001081966,0.0003293569,0.001204188],"domain_scores_gemma":[0.9983683,0.0001193141,0.0001319002,0.0008351909,0.00007020883,0.0004751205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001981844,0.003837393,0.7505888,0.004361662,0.0005452169,0.000694075,0.01432788,0.0305551,0.001764979,0.140201,0.03915403,0.01377168],"study_design_scores_gemma":[0.00109604,0.0004384696,0.3574132,0.00001020232,0.00008448202,0.0001935292,0.07971986,0.0003929545,0.0007359483,0.1094025,0.44943,0.001082785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702243,0.0008523887,0.0005954581,0.009416073,0.00005501024,0.001302064,0.00002416629,0.0001398217,0.01739068],"genre_scores_gemma":[0.9826466,0.0001290762,0.0002150101,0.0005568588,0.0001225117,0.000116691,0.00002896087,0.00003039928,0.01615387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.410276,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004884131067920105,"score_gpt":0.2117805437106768,"score_spread":0.2068964126427567,"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."}}