{"id":"W4310021476","doi":"10.1007/s10811-022-02880-2","title":"Edible algae allergenicity – a short report","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algae; Biotechnology; Food industry; Food products; Population; Biology; Environmental health; Business; Food science; Ecology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006694092,0.0001231438,0.0003105713,0.0000349651,0.0002965489,0.00001698529,0.0004596221,0.00006769354,0.003567337],"category_scores_gemma":[0.00002442847,0.00005295649,0.0001748687,0.0003511642,0.00007237681,0.00005045432,0.0002637884,0.0004466354,0.0000082154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176252,"about_ca_system_score_gemma":0.00004496575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002618867,"about_ca_topic_score_gemma":0.00004254169,"domain_scores_codex":[0.9985972,0.00007893819,0.0004642971,0.000208106,0.0003809515,0.0002704992],"domain_scores_gemma":[0.9991491,0.0001834281,0.00036887,0.00006229642,0.0001201906,0.0001161439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004820414,0.0003244231,0.002532508,0.000001522975,0.0001102272,0.0003521648,0.00007776701,0.0001030632,0.9621809,0.0004940169,0.01637382,0.01696754],"study_design_scores_gemma":[0.0004943312,0.001896428,0.1696114,0.000002262482,0.00006518741,0.003775912,0.00157929,0.0000323996,0.02199379,0.005349349,0.7948496,0.0003500199],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795189,0.00007082319,0.00001317076,0.001293621,0.0007279956,0.0001354852,0.000008210107,0.00002040863,0.0182114],"genre_scores_gemma":[0.9980818,0.00001500667,0.0003261192,0.0006998844,0.0007013141,0.00002107601,0.00001477702,0.00000138418,0.0001386519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9401871,"threshold_uncertainty_score":0.9973435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060175006800667,"score_gpt":0.2281276405655547,"score_spread":0.207525890497548,"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."}}