{"id":"W2582903512","doi":"10.1094/cchem-01-17-0017-vo","title":"Definition of the “Purity Protocol” for Producing Gluten‐Free Oats","year":2017,"lang":"en","type":"article","venue":"Cereal Chemistry","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Protocol (science); Position statement; Gluten; Transparency (behavior); Chemistry; Gluten free; Audit; Food science; Biotechnology; Business; Computer science; Accounting; Biology; Computer security; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687847,0.00007220743,0.0001159391,0.000006647298,0.0001804069,0.0000264495,0.0002603143,0.00003980377,0.00008708385],"category_scores_gemma":[0.0008269243,0.00005014948,0.00011001,0.00002076643,0.0001126712,0.00003997124,0.0002215647,0.00008768514,0.000001990975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004472232,"about_ca_system_score_gemma":0.0001430546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004090639,"about_ca_topic_score_gemma":0.000005168394,"domain_scores_codex":[0.9992895,0.0000057286,0.0001213823,0.0001772583,0.0002280267,0.0001781418],"domain_scores_gemma":[0.9986131,0.00001623292,0.0001111309,0.001040021,0.0001206205,0.00009890443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005744791,0.003126618,0.08157669,0.07000165,0.0005873001,0.00007033274,0.0002901993,0.000001307809,0.4686536,0.003773476,0.327892,0.03828204],"study_design_scores_gemma":[0.007350258,0.0001124598,0.1790562,0.0009026433,0.0001244014,0.00001513358,0.00005691385,0.00002737066,0.7674805,0.01454652,0.03015047,0.0001771069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1964903,0.00003226826,0.00006302547,0.006943689,0.00007405261,0.160131,0.0001338679,0.00007934684,0.6360525],"genre_scores_gemma":[0.8571074,0.000007477327,0.0008181817,0.0000932918,0.0006026344,0.1376166,0.00004828193,0.00002693606,0.003679173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6606171,"threshold_uncertainty_score":0.2045036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07705905580894706,"score_gpt":0.3691542882794354,"score_spread":0.2920952324704883,"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."}}