{"id":"W3216582985","doi":"10.1002/ieam.4558","title":"The sustainable agriculture imperative: A perspective on the need for an agrosystem approach to meet the United Nations Sustainable Development Goals by 2030","year":2021,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Guelph","funders":"","keywords":"Agriculture; Food security; Natural resource economics; Sustainable development; Agricultural productivity; Business; Sustainability; Ecosystem services; Environmental resource management; Sustainable agriculture; DPSIR; Sustainable Agriculture Innovation Network; Environmental planning; Environmental science; Economics; Geography; Ecosystem; Political science; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009808725,0.0005001342,0.0002438663,0.0000997698,0.003680403,0.0006039225,0.0006138051,0.0001087683,0.0001193457],"category_scores_gemma":[0.000044297,0.0002302227,0.0001121153,0.001288859,0.0003829544,0.0003864502,0.0007674041,0.0002789798,0.00002196216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590755,"about_ca_system_score_gemma":0.00003248499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006737375,"about_ca_topic_score_gemma":0.0002967642,"domain_scores_codex":[0.9968011,0.0004134032,0.0003962793,0.0008173253,0.0006683616,0.0009035125],"domain_scores_gemma":[0.998794,0.000246983,0.0001358535,0.0005538692,0.00003759744,0.000231683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002353612,0.00311413,0.001608929,0.0001291843,0.0008242383,0.00004688603,0.0134663,0.01147787,0.006586305,0.6318695,0.3292689,0.001372436],"study_design_scores_gemma":[0.00055596,0.0003063948,0.01349261,0.00001641034,0.00009157677,0.00001025872,0.5662158,0.0004314327,0.001909635,0.00115945,0.4153877,0.0004228268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8015227,0.0004408373,0.007192688,0.03339486,0.0001659688,0.0151903,0.0001408749,0.0001657177,0.1417861],"genre_scores_gemma":[0.9450146,0.0002824505,0.001192994,0.001814086,0.00003573921,0.002879953,0.0003217596,0.000037096,0.04842135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6307101,"threshold_uncertainty_score":0.9976166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007704417153259062,"score_gpt":0.2472620872118681,"score_spread":0.239557670058609,"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."}}