{"id":"W3133029020","doi":"10.1007/s11356-021-12665-8","title":"Techno-economic assessment of quinoa production and transformation in Morocco","year":2021,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Chenopodium quinoa; Irrigation; Environmental science; Cultivar; Agronomy; Agriculture; Amendment; Agricultural engineering; Agroforestry; Horticulture; Biology; Engineering; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008709612,0.00003535956,0.000047357,0.00002364002,0.0001690063,0.00002560982,0.00005892211,0.00003296944,0.0001041807],"category_scores_gemma":[0.00001976661,0.00001768823,0.0000070759,0.0002289995,0.0003905404,0.0001723151,0.00004636501,0.00008476964,0.000001978223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008307177,"about_ca_system_score_gemma":0.00002549964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001776222,"about_ca_topic_score_gemma":0.0001247605,"domain_scores_codex":[0.9992852,0.00002986485,0.00009062874,0.0001837174,0.0002675893,0.0001429575],"domain_scores_gemma":[0.9998882,0.00001707458,0.00001637791,0.0000269152,0.00000783327,0.00004357703],"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":[0.000003184234,0.00002417001,0.01887142,0.000003735421,4.309765e-7,4.439975e-7,0.00005846444,0.000005919508,0.955972,0.0001162401,0.000009070544,0.02493488],"study_design_scores_gemma":[0.00004384293,0.00004471344,0.6629764,0.00001213983,5.911568e-7,0.00001369828,0.00164687,0.0003268559,0.3342672,0.00009794092,0.0005296867,0.00003998533],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997264,0.0001413971,3.502232e-7,0.00154209,0.00001926797,0.00007899329,0.00002354959,0.000003126541,0.0009272193],"genre_scores_gemma":[0.9993142,0.0005437079,0.00002262845,0.00001368046,0.00002205526,0.000004364535,0.00001289706,1.632193e-7,0.00006630082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.644105,"threshold_uncertainty_score":0.1438962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624304193646178,"score_gpt":0.2923824726631442,"score_spread":0.2661394307266824,"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."}}