{"id":"W2995268472","doi":"10.1093/jisesa/iez124","title":"Nutritional Characteristics of Selected Insects in Uganda for Use as Alternative Protein Sources in Food and Feed","year":2019,"lang":"en","type":"article","venue":"Journal of Insect Science","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; International Development Research Centre","keywords":"Biology; Biotechnology; Agronomy; Food science","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":[0.0006926781,0.00008022734,0.0002073348,0.0001303569,0.00005661252,0.00006479564,0.0001940962,0.00004526251,0.00002539237],"category_scores_gemma":[0.0007263868,0.0000361835,0.00003346194,0.000953307,0.0001199936,0.0004422758,0.00003059783,0.0001207027,6.584048e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004493089,"about_ca_system_score_gemma":0.0000879441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000099959,"about_ca_topic_score_gemma":0.0001934519,"domain_scores_codex":[0.9989738,0.00006219759,0.0003324875,0.0001414064,0.0003086312,0.0001814476],"domain_scores_gemma":[0.9989283,0.0002750956,0.0003091426,0.00002387656,0.0004005675,0.00006301944],"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":[0.0002706441,0.000132184,0.1168784,0.00002521898,0.000003342522,0.000003306656,0.0003999323,0.000008329878,0.8802683,0.0003060228,0.000002937123,0.001701388],"study_design_scores_gemma":[0.0007544598,0.001883196,0.8896832,0.0002097909,0.00000159307,0.0000290225,0.0001114514,0.0006276153,0.106035,0.000517135,0.00006074162,0.00008671703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999379,0.0000291175,0.000005494255,0.0001021161,0.00008788632,0.0003475846,0.00001789018,0.000002934742,0.00002799606],"genre_scores_gemma":[0.9996479,0.00001744492,0.0001879227,0.00007665699,0.00004848985,0.000004845399,0.000002809618,7.15962e-7,0.00001324951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7742332,"threshold_uncertainty_score":0.147552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172709007999277,"score_gpt":0.2308652052466601,"score_spread":0.2091381151666674,"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."}}