{"id":"W4415762752","doi":"10.1002/vnl.70039","title":"Xanthan Gum‐Tragacanth Gum Nanofiber Mats Containing <scp>ZnO</scp> ‐Carbon Dots/Anthocyanins Extracted From <scp> <i>Frangula alnus</i> </scp> to Monitor the Freshness of Peeled Shrimps","year":2025,"lang":"en","type":"article","venue":"Journal of Vinyl and Additive Technology","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Razi University","keywords":"Shrimp; Nanofiber; Ultimate tensile strength; Xanthan gum; Food packaging; Prawn; Elongation; Active packaging","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":[0.00006350481,0.0002617113,0.00007998809,0.0001396529,0.00008801608,0.0001339126,0.00007948883,0.0001931614,0.00058091],"category_scores_gemma":[0.00005957612,0.00008446753,0.0001167852,0.00007226515,0.000101956,0.0001272493,0.00007200019,0.000162394,0.00006662516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009609856,"about_ca_system_score_gemma":0.00005173444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005758675,"about_ca_topic_score_gemma":0.001450919,"domain_scores_codex":[0.9999554,0.000003555574,0.000003444321,0.00001549856,0.00001481202,0.000007343029],"domain_scores_gemma":[0.9999448,0.000007234337,0.00002170726,0.000004468723,0.00001106153,0.00001072323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004783099,0.000001396527,0.00004556873,0.00000760981,8.57281e-7,0.000008007646,0.000002030244,0.0000135932,0.9997154,0.000004075853,0.000003361753,0.0001932585],"study_design_scores_gemma":[0.000001959825,0.00007185521,0.003690989,0.000002303555,0.000006178475,0.0000311122,0.0000104298,0.0004445154,0.9954605,0.000005026687,0.0002728184,0.000002371687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977651,0.0002372347,0.001484627,0.00001709627,0.00001039587,0.000009106876,0.00008078497,0.00003364344,0.0003621003],"genre_scores_gemma":[0.9964708,0.0001816066,0.002369683,0.00001937891,0.000003036918,0.00001244533,0.00007165531,0.000008504342,0.0008628856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00058091,"threshold_uncertainty_score":0.00194335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00571492130689252,"score_gpt":0.2412300806668916,"score_spread":0.2355151593599991,"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."}}