{"id":"W4292997401","doi":"10.1016/j.ijbiomac.2022.08.079","title":"Biobased and compostable trilayer thermoplastic films based on poly(3-hydroxybutyrate-co-3-hydroxyvalerate) (PHBV) and thermoplastic starch (TPS)","year":2022,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centre of Innovation","keywords":"Thermoplastic; Materials science; Food packaging; Biodegradation; Composite material; Scanning electron microscope; Ultimate tensile strength; Starch; Chemical engineering; Chemistry; Organic 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":[0.0006875202,0.0002349809,0.00034674,0.0001882796,0.0002852866,0.0002060235,0.0004922805,0.00007147643,0.002572306],"category_scores_gemma":[0.000149559,0.0001505735,0.00009596526,0.0000819821,0.0002744833,0.0001004279,0.0001759378,0.0002851154,0.00001383072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005554169,"about_ca_system_score_gemma":0.00008252731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005207232,"about_ca_topic_score_gemma":0.000001752437,"domain_scores_codex":[0.9978513,0.0004548732,0.0004939528,0.0003123369,0.0006057771,0.0002817865],"domain_scores_gemma":[0.9986252,0.0006697854,0.0003255786,0.0001196082,0.0001217609,0.000138074],"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":[0.003272155,0.0003243433,0.002465599,0.00001070885,0.00006906776,0.0002334699,0.0001239918,0.0002210027,0.9847915,0.0003694795,0.0001223455,0.007996321],"study_design_scores_gemma":[0.002981746,0.005962063,0.007477381,0.0001356314,0.00005308882,0.0007537179,0.0004779049,0.01591766,0.9620993,0.0009168684,0.002613894,0.0006108045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993588,0.003124889,0.0005916137,0.001300887,0.0005201725,0.0000954781,0.0003355318,0.00002241392,0.000420999],"genre_scores_gemma":[0.9979408,0.0001174394,0.0006205966,0.001158452,0.00008353577,0.00001266758,0.00001303718,0.00001609967,0.00003741777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02269227,"threshold_uncertainty_score":0.9983395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605437321049489,"score_gpt":0.2538749920182925,"score_spread":0.2278206188077976,"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."}}