{"id":"W4312052630","doi":"10.1016/j.ijbiomac.2022.12.141","title":"Silane treated starch dispersed PBAT/PHBV-based composites: Improved barrier performance for single-use plastic alternatives","year":2022,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Starch; Silane; Composite material; Crystallinity; Composite number; Compatibilization; Polymer; Polymer blend; Copolymer; Chemistry; Organic chemistry","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":[0.0004070774,0.0002045655,0.0003143742,0.0001575295,0.0002506945,0.000192758,0.0008282152,0.00005387412,0.0007423422],"category_scores_gemma":[0.0003395489,0.0001346223,0.0002019809,0.00007542299,0.0002170662,0.0001849048,0.0001562959,0.000184063,0.00000569242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401064,"about_ca_system_score_gemma":0.00007226168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004841448,"about_ca_topic_score_gemma":0.00000310302,"domain_scores_codex":[0.9981884,0.0002440699,0.0005633683,0.0002601383,0.0004619611,0.0002820641],"domain_scores_gemma":[0.9982051,0.0008096006,0.0004317925,0.0001140667,0.0003341061,0.0001053887],"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":[0.003557998,0.0003211326,0.00420533,0.000009437725,0.00008520418,0.00004807743,0.00009917613,0.0002355882,0.9869806,0.00005493458,0.00003045651,0.004372135],"study_design_scores_gemma":[0.001254335,0.003254841,0.001954107,0.00005303455,0.00002883766,0.0001263524,0.0001617964,0.006348329,0.9841277,0.00006073387,0.0023949,0.0002350433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994475,0.0008696982,0.002435461,0.0004647271,0.000932615,0.000141269,0.0006046729,0.00002837188,0.00004818778],"genre_scores_gemma":[0.9964896,0.00003436763,0.002820782,0.0003483003,0.0001621604,0.00003667012,0.00004509472,0.00001605285,0.00004697424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006112741,"threshold_uncertainty_score":0.8128126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369981078703456,"score_gpt":0.2590497698296867,"score_spread":0.2153499590426522,"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."}}