{"id":"W3127010628","doi":"10.3390/plants10020301","title":"Development of Quinoa Value Chain to Improve Food and Nutritional Security in Rural Communities in Rehamna, Morocco: Lessons Learned and Perspectives","year":2021,"lang":"en","type":"article","venue":"Plants","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Development Research Centre; Université Mohammed VI Polytechnique","keywords":"Chenopodium quinoa; Food security; Agriculture; Irrigation; Supply chain; Agricultural science; Agronomy; Business; Agricultural engineering; Biotechnology; Biology; Horticulture; Engineering; Marketing; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001243659,0.00006682571,0.0001189686,0.00001194771,0.00005301568,0.00001660726,0.00005526066,0.00005321095,0.00002439497],"category_scores_gemma":[0.0000243309,0.0000350172,0.00001001509,0.00007720338,0.00003139071,0.00002926966,0.00007199345,0.00008835926,4.191005e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001374892,"about_ca_system_score_gemma":0.00001328389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003898124,"about_ca_topic_score_gemma":0.005736284,"domain_scores_codex":[0.9995465,0.00004118354,0.0001142365,0.00009978695,0.00007653379,0.0001217196],"domain_scores_gemma":[0.9997482,0.0001483445,0.0000226057,0.00002162749,0.00001742758,0.00004182168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001253829,0.0002522676,0.05321548,0.00005656244,0.00001561712,0.000008258757,0.01937964,7.36455e-7,0.9093363,0.0006205509,0.00002802901,0.01696113],"study_design_scores_gemma":[0.0004803688,0.00009911264,0.7218213,0.0002788445,0.000002225232,0.00002578676,0.1508301,0.00003269397,0.1245505,0.001273204,0.0003996149,0.0002062476],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978161,0.0007500591,7.672124e-8,0.0008638478,0.00001219246,0.00005600993,0.0003238028,0.000005055641,0.0001728286],"genre_scores_gemma":[0.9994053,0.0002488348,0.000125777,0.00003825928,0.00001968714,0.000006542798,0.0001388681,3.284433e-7,0.00001635743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7847859,"threshold_uncertainty_score":0.3200981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226401801899281,"score_gpt":0.2457844002314016,"score_spread":0.2035203822124087,"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."}}