{"id":"W2971568178","doi":"10.3389/fsufs.2019.00076","title":"Advancing an Integrative Framework to Evaluate Sustainability in National Dietary Guidelines","year":2019,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; Montana State University; Office of Experimental Program to Stimulate Competitive Research; National Institutes of Health; National Science Foundation","keywords":"Sustainability; Environmental resource management; Environmental planning; Process management; Geography; Business; Environmental science; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1495146,0.00191686,0.002131666,0.0212698,0.004152086,0.01372738,0.003618715,0.00176191,0.003081651],"category_scores_gemma":[0.1498327,0.0008403627,0.003385599,0.01572141,0.01158698,0.01238648,0.0123842,0.003834226,0.0003332953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01972225,"about_ca_system_score_gemma":0.03827357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01734791,"about_ca_topic_score_gemma":0.02897789,"domain_scores_codex":[0.8590087,0.1055171,0.01192224,0.004274397,0.01747692,0.001800617],"domain_scores_gemma":[0.8421556,0.09720946,0.01080205,0.006341522,0.04072756,0.002763852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001754275,0.0008776888,0.0674976,0.005470243,0.001000225,0.000383425,0.08000192,0.009178003,0.001584916,0.2836238,0.006866086,0.5433407],"study_design_scores_gemma":[0.0002902438,0.001698656,0.1054516,0.01917136,0.00122716,0.0005637953,0.165874,0.04923011,0.003569833,0.5235709,0.1287632,0.0005891487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1746138,0.007499255,0.6318115,0.02354196,0.0007460481,0.01551652,0.001367374,0.0008074947,0.1440961],"genre_scores_gemma":[0.3255796,0.001261181,0.6640489,0.0007141614,0.00005642022,0.00683125,0.0005808445,0.00005761779,0.0008699819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1495146,"threshold_uncertainty_score":0.7907184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095427177541267,"score_gpt":0.2876110644671867,"score_spread":0.276656792691774,"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."}}