{"id":"W4224296630","doi":"10.1002/app.52442","title":"Development of ionic liquid plasticized high‐tensile starch‐protein‐sorghum bran composite films with antimicrobial activity","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ultimate tensile strength; Plasticizer; Starch; Bran; Composite number; Ionic liquid; Materials science; Antimicrobial; Chemical engineering; Food science; Nuclear chemistry; Chemistry; Polymer chemistry; Organic chemistry; Composite material; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.001457991,0.0002635718,0.0005661254,0.0005206696,0.001151422,0.0001180395,0.001339563,0.00003499803,0.0003474425],"category_scores_gemma":[0.000007185869,0.000219398,0.0000819863,0.001137743,0.0007172846,0.0004861323,0.0006370668,0.0004267794,0.00001302471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186315,"about_ca_system_score_gemma":0.001351714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003875077,"about_ca_topic_score_gemma":0.000006871025,"domain_scores_codex":[0.9963806,0.00006900523,0.0007506704,0.000434212,0.001720889,0.0006446177],"domain_scores_gemma":[0.9979412,0.00008192231,0.001149982,0.000358967,0.0002213267,0.000246585],"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":[0.003932939,0.0002461282,0.00001663796,0.00002732372,0.00002466636,0.00002129688,0.001707077,0.0009253661,0.992456,0.0002598563,0.00002511931,0.0003575714],"study_design_scores_gemma":[0.001403571,0.0008261367,0.0003540713,0.00007031463,0.00003288515,0.000170433,0.0001846362,0.00006406796,0.9964876,0.000009771305,0.0001224084,0.000274151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979748,0.00005177714,0.0007143161,0.0001142672,0.0004715705,0.0002909016,0.00003098176,0.00002991372,0.0003214807],"genre_scores_gemma":[0.9708456,7.658239e-7,0.02896156,0.00008517649,0.00004476406,0.0000130817,0.000001856561,0.00002497705,0.00002219383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02824724,"threshold_uncertainty_score":0.8946791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007929231874929204,"score_gpt":0.2152177046326857,"score_spread":0.2072884727577565,"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."}}