{"id":"W4393983190","doi":"10.1039/d3gc02647g","title":"Sustainable biodegradable coatings for food packaging: challenges and opportunities","year":2024,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Food packaging; Business; Nanotechnology; Materials science; Biochemical engineering; Chemistry; Food science; Engineering","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":[0.001477025,0.000620703,0.0004657295,0.0005382282,0.000400681,0.001537562,0.0006121221,0.001471,0.001495088],"category_scores_gemma":[0.0005233662,0.0003726746,0.0002583092,0.0006317325,0.0007605561,0.002719861,0.0009036186,0.001498403,0.0008082345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005690427,"about_ca_system_score_gemma":0.0009188906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004383574,"about_ca_topic_score_gemma":0.001811255,"domain_scores_codex":[0.9995241,0.00007436379,0.00002723254,0.00005658658,0.0002479595,0.00006973484],"domain_scores_gemma":[0.9996738,0.00008451204,0.00005987689,0.00002002349,0.0001185795,0.00004326295],"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":[0.0001331945,0.0003846941,0.001139882,0.005118522,0.00007045428,0.0004928933,0.0003537661,0.002813912,0.4998579,0.03977598,0.01424496,0.4356138],"study_design_scores_gemma":[0.00005700792,0.001465788,0.00260045,0.001087665,0.00009227778,0.001925395,0.001202814,0.01051899,0.3564869,0.03694144,0.5875079,0.0001134209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04900601,0.9030271,0.02367224,0.01271679,0.001010607,0.00004834541,0.0001364538,0.0001651412,0.01021727],"genre_scores_gemma":[0.201844,0.7598246,0.02693203,0.001484441,0.0006761303,0.00008253041,0.0002216757,0.00007254328,0.008862022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001537562,"threshold_uncertainty_score":0.007811308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532569659570865,"score_gpt":0.2511272093618802,"score_spread":0.2058015127661716,"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."}}