{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029234,0.0006006961,0.00105972,0.002046971,0.0002090269,0.0008987504,0.0005594595,0.0008082453,0.003465445],"category_scores_gemma":[0.001398458,0.0002268945,0.0008217667,0.002050729,0.0002849914,0.000785918,0.0004988634,0.0008913819,0.0006376733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005182694,"about_ca_system_score_gemma":0.001077416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945989,"about_ca_topic_score_gemma":0.00445121,"domain_scores_codex":[0.9996423,0.00008353023,0.00006335052,0.00006407125,0.0001211091,0.00002562064],"domain_scores_gemma":[0.9992963,0.0004564131,0.000102452,0.00001419954,0.0001121701,0.00001841223],"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":[0.00009503045,0.00009512494,0.0002254032,0.1044053,0.0002058961,0.0001483479,0.0001740329,0.0003471567,0.0023747,0.004554607,0.00681752,0.8805569],"study_design_scores_gemma":[0.00001822918,0.0003365191,0.002383333,0.03562018,0.0005252294,0.0008858044,0.000208345,0.0001039958,0.001359872,0.001481465,0.9570504,0.00002665491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002441792,0.9988179,0.00005746782,0.0001112832,0.00005572868,0.000004677069,0.00001577867,0.000001963081,0.0006910243],"genre_scores_gemma":[0.001266944,0.9981931,0.0001299877,0.00009636271,0.00002761633,0.000004962189,0.00001657162,8.405546e-7,0.0002636098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003465445,"threshold_uncertainty_score":0.01159304,"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."}}