{"id":"W3208511619","doi":"","title":"Young Scientist Award for Diet & Nutrition 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Health Informatics","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Gerontology; Clinical nutrition; Political science; Library science; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000407507,0.00008856333,0.0001853445,0.00003707405,0.0001335084,0.00004240012,0.0001505468,0.00005825749,0.000005511894],"category_scores_gemma":[0.0001906499,0.00008347155,0.0001336642,0.0000787898,0.00003987777,0.00001530612,0.00002978086,0.00007462719,0.000003749384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392808,"about_ca_system_score_gemma":0.0003269645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.358136e-7,"about_ca_topic_score_gemma":0.000001446637,"domain_scores_codex":[0.998655,0.00002722187,0.0008670033,0.0000592314,0.0001923166,0.0001992059],"domain_scores_gemma":[0.998661,0.000008302447,0.0006137486,0.00009807562,0.0003216027,0.0002972026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002094905,0.0005113465,0.003296541,0.004552077,0.0001132404,0.000005044053,0.00199467,0.0002888904,0.006621732,0.0001702646,0.9705633,0.009788013],"study_design_scores_gemma":[0.005250298,0.006223006,0.001262884,0.0001606799,0.00005032178,0.0001020529,0.002242461,0.001500319,0.006519776,0.0005232578,0.975897,0.0002679501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7701297,0.01597839,0.1815917,0.02712447,0.002611219,0.001497285,0.000571246,0.00002370071,0.0004722711],"genre_scores_gemma":[0.9252762,0.007818028,0.05085074,0.01293715,0.002703452,0.00001928936,0.0003148761,0.00002871716,0.00005151638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551465,"threshold_uncertainty_score":0.3403871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191617806072922,"score_gpt":0.3000092163117133,"score_spread":0.2808474357044212,"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."}}