{"id":"W4283080028","doi":"10.3390/foods11121796","title":"Impact of Quality Improvement and Milling Innovations on Durum Wheat and End Products","year":2022,"lang":"en","type":"review","venue":"Foods","topic":"Food composition and properties","field":"Nursing","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traceability; Quality (philosophy); Business; Sustainability; Product (mathematics); Process (computing); Food safety; Engineering; Computer science; Food science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319829,0.0002328169,0.0006735733,0.0001911085,0.0001596611,0.00004007043,0.00008583681,0.00007882334,0.00009518291],"category_scores_gemma":[0.00007087254,0.0001757926,0.0001099294,0.0003121032,0.00005978778,0.0000501406,0.00008694283,0.0002794105,0.000001510706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119116,"about_ca_system_score_gemma":0.00007141952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012721,"about_ca_topic_score_gemma":0.000003628007,"domain_scores_codex":[0.9986741,0.0001916525,0.0004766572,0.0003160401,0.0001830365,0.0001585039],"domain_scores_gemma":[0.9992751,0.0001011088,0.0002469629,0.0002881943,0.00004863536,0.0000399543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032272,0.00007523439,0.000007848569,0.007494887,0.0001193338,4.098977e-7,0.0002586496,0.000001032218,0.0001672103,0.00009469463,0.0002179972,0.9914595],"study_design_scores_gemma":[0.0002408384,0.006256407,0.00009562151,0.002018978,0.00018018,0.0000137243,0.00004076838,0.000005108319,0.0002059448,0.00008046157,0.9905729,0.0002890824],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006043552,0.9916747,9.818087e-7,0.0003247616,0.0003948154,0.000661019,0.0001795413,0.00003222846,0.0006884613],"genre_scores_gemma":[0.01527574,0.9839687,0.0001357779,0.00009466905,0.0001217046,0.00007943394,0.0001855005,0.00004012763,0.00009834005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911704,"threshold_uncertainty_score":0.7168613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322923742467941,"score_gpt":0.3921892758970407,"score_spread":0.2598969016502466,"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."}}