{"id":"W3197534285","doi":"10.3389/fsufs.2021.661870","title":"Assessing the Circularity of Nutrient Flows Across Nested Scales for Four Food System Scenarios in the Okanagan Bioregion, BC Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; University of British Columbia","funders":"University of British Columbia; Vetenskapsrådet; Svenska Forskningsrådet Formas","keywords":"Nutrient; Environmental science; Bioregion; Production (economics); Crop; Geography; Ecology; Biology; Forestry; Habitat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002017148,0.0003178121,0.0005399297,0.0000444679,0.0005670606,0.0002578797,0.0006205093,0.0001901744,0.000003094287],"category_scores_gemma":[0.0002588952,0.0002015205,0.0001547165,0.001168624,0.0002768171,0.0004915949,0.0002680445,0.0003189544,5.784377e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004504306,"about_ca_system_score_gemma":0.0002872509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1741124,"about_ca_topic_score_gemma":0.1981613,"domain_scores_codex":[0.9961664,0.0007586571,0.000726752,0.0005642552,0.0007366239,0.001047286],"domain_scores_gemma":[0.9986184,0.0001833496,0.0002859378,0.0007259862,0.00007143892,0.0001148485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001116335,0.0007141668,0.8399531,0.003905943,0.0002043319,0.0008863275,0.01748387,0.1125502,0.0002126837,0.002749229,0.02066487,0.0005635565],"study_design_scores_gemma":[0.0009521433,0.0001875618,0.128184,0.0001561462,0.00003797559,0.0001374487,0.8520799,0.006896674,0.0001782277,0.0003786842,0.01045393,0.0003572515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863812,0.001341676,0.007683198,0.000931559,0.0005965859,0.00266767,0.00003598397,0.00002002814,0.0003421285],"genre_scores_gemma":[0.9990101,0.000008064733,0.0001870893,0.00007604394,0.00006110027,0.0003312586,0.00002552034,0.0000226494,0.0002782122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8345961,"threshold_uncertainty_score":0.9993172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284884454878748,"score_gpt":0.2295489307745423,"score_spread":0.2167000862257548,"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."}}