{"id":"W2334625220","doi":"10.1021/ie504393t","title":"Preparation and Properties of Nonleaching Antimicrobial Linear Low-Density Polyethylene Films","year":2015,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Linear low-density polyethylene; Antimicrobial; Crystallinity; Materials science; Food packaging; Preservative; Polyethylene; Chemical engineering; Chemistry; Composite material; Organic chemistry; Food science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00173318,0.0001704096,0.0002726301,0.00009328491,0.0001038209,0.0001058712,0.0002958191,0.0002304199,0.00002306133],"category_scores_gemma":[0.0008157312,0.000167495,0.00003817329,0.0002879823,0.0001535471,0.0002329147,0.0003018821,0.0005995618,0.0000158605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009590601,"about_ca_system_score_gemma":0.000241286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517394,"about_ca_topic_score_gemma":0.000001121836,"domain_scores_codex":[0.9981745,0.00007817861,0.0003444901,0.0003527611,0.0005909904,0.0004590721],"domain_scores_gemma":[0.9990357,0.00007771482,0.00007563498,0.0003225292,0.0002754808,0.0002129969],"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":[0.0001969062,0.00004134224,0.0001899408,0.0001531218,0.0000105106,0.000006613839,0.000509264,0.002441693,0.9960372,0.000003729123,0.0003546402,0.000054973],"study_design_scores_gemma":[0.0007093646,0.000065194,0.0000111267,0.0003045001,0.000007131635,0.00002828066,0.00008641596,0.003831467,0.9946043,0.000002207377,0.0001865697,0.000163467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990381,0.000109573,0.00002185597,0.00008071055,0.0002265299,0.0002520562,0.00001672693,0.00009389932,0.0001605753],"genre_scores_gemma":[0.9989469,0.000003390066,0.0003567071,0.000002533567,0.0004644141,0.0000109278,0.00001191839,0.00002815366,0.0001750361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00143299,"threshold_uncertainty_score":0.6830248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08909869291663866,"score_gpt":0.323737027345761,"score_spread":0.2346383344291224,"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."}}