{"id":"W4404800641","doi":"10.1016/j.fbio.2024.105580","title":"Plant protein innovations in snacks and bakery: Synergy of market trends and scientific advances","year":2024,"lang":"en","type":"article","venue":"Food Bioscience","topic":"Phytase and its Applications","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Business; Food science; Marketing; Industrial organization; Biotechnology; Chemistry; Biology","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":[0.0002205108,0.00005968969,0.00007080904,0.00006442676,0.0001301541,0.0001063305,0.0001125587,0.00002591032,0.00004028124],"category_scores_gemma":[0.0000214409,0.00002393912,0.00001105891,0.001887946,0.0002869371,0.0002369111,0.00005692273,0.00004500449,9.351342e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005359012,"about_ca_system_score_gemma":0.00001171501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923998,"about_ca_topic_score_gemma":0.0006451371,"domain_scores_codex":[0.9993301,0.00001362775,0.0001285317,0.000283308,0.0001142208,0.0001302223],"domain_scores_gemma":[0.999826,0.00004979378,0.00002792222,0.00003916137,0.00002051015,0.00003668762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000004558988,0.00004629586,0.001358731,0.00002041581,0.000001897312,9.656368e-7,0.00007490419,2.61381e-7,0.817667,0.02119606,0.0005284813,0.1591004],"study_design_scores_gemma":[0.000151982,0.0008829745,0.507404,0.0003376606,0.00000951218,0.00002260625,0.0005037545,0.001905914,0.07682303,0.01125894,0.4002693,0.0004303462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954473,0.001669138,0.000003230282,0.001497498,0.00004991102,0.000085192,0.0002538936,0.00002125516,0.0009725683],"genre_scores_gemma":[0.9994375,0.0000606305,0.00008118524,0.00002014776,0.00001749357,0.00002369236,0.00002001512,3.182362e-7,0.0003390005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.740844,"threshold_uncertainty_score":0.1057232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474367108917005,"score_gpt":0.223126602059583,"score_spread":0.208382930970413,"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."}}