{"id":"W7106488243","doi":"10.1016/j.afres.2025.101543","title":"Innovative home-compostable modified starch coatings with enhanced heat sealability for paper packaging","year":2025,"lang":"en","type":"article","venue":"Applied Food Research","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ProAmpac (Canada); Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal; Centre de Recherche sur les Systèmes Polymères et Composites à Haute Performance","keywords":"Plasticizer; Starch; Adhesive; Surface roughness; Thermal stability; Thermoplastic; Food packaging; Coating; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136716,0.0003099922,0.0001263734,0.0001789947,0.00006036371,0.0002549651,0.0001829473,0.0002919849,0.0004090547],"category_scores_gemma":[0.0001409733,0.0001194757,0.0001961617,0.0001071933,0.00008972133,0.0002679251,0.0001528033,0.0003196784,0.0001106171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900496,"about_ca_system_score_gemma":0.00006605542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338866,"about_ca_topic_score_gemma":0.0003763246,"domain_scores_codex":[0.9999361,0.000008084991,0.00000624282,0.00001378983,0.00002473628,0.00001107387],"domain_scores_gemma":[0.9999456,0.000007572191,0.00001833728,0.000003895525,0.0000141846,0.00001030817],"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":[0.00001438908,0.000008926649,0.00004557106,0.00004806396,0.00000354004,0.00003756403,0.000008155828,0.00005904351,0.9972193,0.00004322691,0.00001565376,0.002496511],"study_design_scores_gemma":[0.000007426502,0.0002942211,0.001223583,0.000006206518,0.00001359663,0.0001532301,0.00001440045,0.0008759638,0.9953814,0.00002313705,0.002000073,0.000006668867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844458,0.003816167,0.0100651,0.00004252622,0.00006331762,0.00003474409,0.00006537838,0.00008508396,0.001381914],"genre_scores_gemma":[0.989624,0.001197114,0.008030591,0.00002357338,0.00001147865,0.00001860175,0.00005231828,0.00001858842,0.001023938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004090547,"threshold_uncertainty_score":0.001368463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432282632868475,"score_gpt":0.3299816197074683,"score_spread":0.2956587933787835,"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."}}