{"id":"W4411262333","doi":"10.1002/sfp2.70018","title":"Plant‐Based Meat Analogues: Processing, Product Safety, Protein Quality, and Contributions to Environmental Sustainability","year":2025,"lang":"en","type":"article","venue":"Sustainable Food Proteins","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Sustainability; Quality (philosophy); Product (mathematics); Business; Environmental science; Biology; Ecology; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001349108,0.0005918273,0.0005588847,0.0001821097,0.001305704,0.0002041005,0.000517558,0.0002363299,0.0003776216],"category_scores_gemma":[0.001124026,0.0005121112,0.0001493562,0.001056151,0.0008914645,0.0007350601,0.001094642,0.0004890502,0.0000472344],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004304595,"about_ca_system_score_gemma":0.0003348652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503288,"about_ca_topic_score_gemma":0.0004516194,"domain_scores_codex":[0.995361,0.0004598722,0.0007214494,0.001323446,0.0006536494,0.001480635],"domain_scores_gemma":[0.9983432,0.00006909353,0.0001865146,0.0008058616,0.00007416437,0.0005211424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009180238,0.01609515,0.6441535,0.01311127,0.0008290122,0.0005947708,0.01189246,0.02410699,0.067031,0.09313703,0.02002277,0.09984575],"study_design_scores_gemma":[0.004149278,0.003169617,0.6308343,0.0002222236,0.0002115276,0.00002668134,0.02874736,0.0003423005,0.04511848,0.05973331,0.2249323,0.002512698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434125,0.0006176536,0.008650009,0.02497198,0.00005025237,0.01491104,0.0006231549,0.0003332101,0.00643018],"genre_scores_gemma":[0.9885961,0.0000058385,0.0007095024,0.0007185903,0.00004561064,0.001112009,0.0001487409,0.00003129902,0.00863229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049095,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007315016315913322,"score_gpt":0.2631848228638871,"score_spread":0.2558698065479738,"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."}}