{"id":"W3157486013","doi":"10.1007/s13165-021-00356-0","title":"Innovative, sustainable, and circular agricultural systems for the future","year":2021,"lang":"en","type":"article","venue":"Organic Agriculture","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Thünen-Institut","keywords":"Agriculture; Sustainability; Food security; Sustainable agriculture; Food systems; Business; Population; Food processing; Circular economy; World population; Environmental planning; Economic growth; Natural resource economics; Agricultural economics; Environmental resource management; Political science; Geography; Economics; Developing country; Sociology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002295847,0.0003154104,0.0002456611,0.000009024519,0.0007866477,0.0002047445,0.0002673744,0.0002273943,0.0005503991],"category_scores_gemma":[0.0001075094,0.0001450774,0.00009084054,0.001071249,0.0001920352,0.0004128749,0.0003660448,0.0003022272,0.00004826251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177357,"about_ca_system_score_gemma":0.00002292193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007927416,"about_ca_topic_score_gemma":0.00005813866,"domain_scores_codex":[0.998248,0.00008379305,0.0002453609,0.0005258763,0.0003268071,0.0005702082],"domain_scores_gemma":[0.9992403,0.0001025389,0.0001118289,0.0002924684,0.0001051457,0.0001477312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006676768,0.0006850436,0.04133175,0.0006174421,0.0005188481,0.0002377743,0.006760518,0.002359309,0.1885336,0.01535722,0.7390556,0.004476092],"study_design_scores_gemma":[0.0004484795,0.00006713394,0.4668897,0.000009797956,0.00008403871,0.0003950961,0.08024681,0.00002035459,0.002265623,0.0002469757,0.4489144,0.0004116514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579654,0.01434644,0.001404842,0.01715273,0.0006847327,0.002744604,0.0000553159,0.0001817181,0.00546422],"genre_scores_gemma":[0.9797655,0.0005093822,0.0001443483,0.0004613225,0.0005811082,0.0001264774,0.000109614,0.00001959173,0.01828271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4255579,"threshold_uncertainty_score":0.6050338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003156354017880897,"score_gpt":0.1812302532193232,"score_spread":0.1780738992014423,"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."}}