{"id":"W4309778759","doi":"10.1016/j.foodchem.2022.134960","title":"Combination of ionizing radiation and bio-based active packaging for muscle foods: A global systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Food Chemistry","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; Ministry of Agriculture, Fisheries and Food","funders":"","keywords":"Biopolymer; Ionizing radiation; Food science; Irradiation; Chemistry; Lipid oxidation; Food irradiation; Biochemistry; Antioxidant; Organic chemistry","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":[0.005804499,0.002088289,0.01164656,0.003665293,0.0003689629,0.00230146,0.001754103,0.002232011,0.004671501],"category_scores_gemma":[0.01359248,0.001139435,0.02743843,0.005489425,0.000625215,0.00138899,0.001583728,0.001582285,0.0003966659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440547,"about_ca_system_score_gemma":0.002600384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008209201,"about_ca_topic_score_gemma":0.02346266,"domain_scores_codex":[0.9963933,0.001331604,0.001053955,0.0006409259,0.0004165121,0.0001637569],"domain_scores_gemma":[0.9928353,0.004834762,0.00153758,0.0002354201,0.0004489732,0.0001080014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002061058,0.00004459781,0.005188779,0.5020288,0.4645234,0.0001350995,0.0001146355,0.0004346484,0.0003773515,0.0001342329,0.00106801,0.02388935],"study_design_scores_gemma":[0.000578655,0.0002429747,0.00610949,0.02662585,0.962884,0.0001168802,0.00007612289,0.00009754156,0.0001024862,0.0001739661,0.002957948,0.00003411791],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002760814,0.9962914,0.0002232963,0.00008111973,0.00006535009,0.00006534249,0.0003716765,0.00001069445,0.000130363],"genre_scores_gemma":[0.09321089,0.9031009,0.00144054,0.0009443367,0.0001364644,0.0002049514,0.0006074003,0.0000238784,0.0003306396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01164656,"threshold_uncertainty_score":0.03069746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093738164124778,"score_gpt":0.295774353676111,"score_spread":0.2348369720348633,"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."}}