{"id":"W7111147529","doi":"10.17632/dttrnys23t","title":"Brazilin-Loaded Biodegradable Electrospun Membranes with Tunable Release for Active and Intelligent Food Packaging - Litke et al. (2026)","year":2025,"lang":"","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Food packaging; Active packaging; Electrospinning; Membrane; Food spoilage; Fabrication; Chitosan","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004230427,0.004332636,0.004432707,0.002203437,0.001980031,0.002390641,0.008141736,0.001203179,0.0006794374],"category_scores_gemma":[0.002672709,0.004119059,0.0004060843,0.003674309,0.001124783,0.004475183,0.007857534,0.004104182,0.0003136703],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404486,"about_ca_system_score_gemma":0.006402248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784219,"about_ca_topic_score_gemma":0.004736765,"domain_scores_codex":[0.9786095,0.001418321,0.002977537,0.009583874,0.002508966,0.0049018],"domain_scores_gemma":[0.9772452,0.002576918,0.002520165,0.0149081,0.001206252,0.001543387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.013215,0.00219841,0.00001200709,0.004847379,0.006894754,0.0001410213,0.0002116432,0.00006148528,0.003115039,0.0002525046,0.9644572,0.004593559],"study_design_scores_gemma":[0.006458402,0.003373988,0.000002695845,0.002920151,0.004911405,0.0002060697,0.001084133,0.004852773,0.09413669,0.0003664236,0.8779314,0.003755879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001902647,0.01710013,0.006834024,0.003576347,0.0007547034,0.008970622,0.9619715,0.0004143741,0.0001880659],"genre_scores_gemma":[0.0005096151,0.02457642,0.007563623,0.004622144,0.0002418764,0.001327751,0.958558,0.0006816573,0.001918926],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09102165,"threshold_uncertainty_score":0.9993193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406576612719073,"score_gpt":0.3139059278112279,"score_spread":0.2732482665393206,"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."}}