{"id":"W3150188860","doi":"10.1016/j.polymer.2021.123679","title":"Facile fabrication of thermoplastic starch/poly (lactic acid) multilayer films with superior gas and moisture barrier properties","year":2021,"lang":"en","type":"article","venue":"Polymer","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Thermogravimetric analysis; Thermoplastic; Maleic anhydride; Composite material; Oxygen permeability; Fourier transform infrared spectroscopy; Compression molding; Food packaging; Reactive extrusion; Extrusion; Ultimate tensile strength; Starch; Chemical engineering; Polymer; Oxygen; Copolymer; Organic chemistry; Mold; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001164913,0.000211596,0.0002957549,0.00004614967,0.0001672958,0.0001029247,0.0001406045,0.00008045749,0.001665242],"category_scores_gemma":[0.0000841771,0.0001307712,0.00004346151,0.0001182121,0.000300247,0.0002492801,0.00007977775,0.00009681009,0.00003757411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179766,"about_ca_system_score_gemma":0.0001450819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000593473,"about_ca_topic_score_gemma":0.0001091791,"domain_scores_codex":[0.9986649,0.000126748,0.000250211,0.0003653712,0.0002957186,0.0002970188],"domain_scores_gemma":[0.9992636,0.00006252213,0.00009285315,0.0003494681,0.0001276839,0.0001039164],"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":[0.0002515352,0.00005747466,0.001962619,0.0001068221,0.00002897824,0.00000496145,0.002276336,2.091756e-7,0.9752399,0.00003212337,0.00006376146,0.01997522],"study_design_scores_gemma":[0.0002599936,0.0001267138,0.001819514,0.00008803767,0.00005654548,0.00002964024,0.001091186,0.0001256852,0.9956595,0.000004867261,0.00052572,0.000212634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8361368,0.16262,0.0001436105,0.0003738326,0.0001622773,0.00009464005,0.00007050118,0.00004112495,0.0003572329],"genre_scores_gemma":[0.9970856,0.0001031652,0.0006386583,0.0001360178,0.00005013992,0.0000486866,0.000004733469,0.00002812777,0.001904915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625168,"threshold_uncertainty_score":0.9992474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944052844144118,"score_gpt":0.2061202180704212,"score_spread":0.18667968962898,"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."}}