{"id":"W3169701864","doi":"10.1002/mame.202000799","title":"Recent Advances in Lipid Derived Bio‐Based Materials for Food Packaging Applications","year":2021,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Ministry of Agriculture and Forestry; Agriculture Food and Rural Development; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochemical engineering; Food packaging; Raw material; Active packaging; Nanotechnology; Food industry; Materials science; Biotechnology; Chemistry; Food science; Organic chemistry; Engineering; Biology","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":[0.0004006774,0.0004759078,0.000360887,0.0008731963,0.0001434659,0.0007286852,0.0003530263,0.0006494905,0.002456717],"category_scores_gemma":[0.000326433,0.0002580576,0.0002768555,0.001277732,0.0002443959,0.0008127739,0.0004017638,0.0006761038,0.001509025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396934,"about_ca_system_score_gemma":0.0003154186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002089554,"about_ca_topic_score_gemma":0.0003412801,"domain_scores_codex":[0.9998645,0.00002074342,0.00001959801,0.00003167527,0.00004997769,0.00001362396],"domain_scores_gemma":[0.9997973,0.00008654486,0.00004394463,0.000008512307,0.00005214744,0.00001149599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001247847,0.000168824,0.0004500674,0.02996527,0.00006949621,0.0006831628,0.0002310577,0.002054527,0.1716905,0.01756617,0.009753353,0.7672427],"study_design_scores_gemma":[0.000009491745,0.0003451608,0.001017182,0.001646629,0.00008444102,0.00139173,0.0001172151,0.0007147582,0.04673311,0.003468093,0.9444383,0.0000338984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004371059,0.9853947,0.001559492,0.000354047,0.0002970576,0.00001125776,0.00003931406,0.0000238525,0.007949229],"genre_scores_gemma":[0.01901328,0.9750351,0.001980769,0.0002882042,0.0002495168,0.00001640361,0.00007041624,0.00000753311,0.003338859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002456717,"threshold_uncertainty_score":0.008218586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223982699546552,"score_gpt":0.2128915907689225,"score_spread":0.200651763773457,"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."}}