{"id":"W3185379079","doi":"10.3390/su13147848","title":"An Overview of Bioplastic Research on Its Relation to National Policies","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institució Catalana de Recerca i Estudis Avançats; Generalitat de Catalunya","keywords":"Bioplastic; China; European union; Developing country; Engineering; Business; Regional science; International trade; Political science; Economics; Economic growth; Geography; Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009903756,0.00006816607,0.00008929122,0.00007212668,0.0001331848,0.00001865857,0.0001084192,0.00005452917,0.001057677],"category_scores_gemma":[0.003583211,0.00006544073,0.00002723829,0.0006810805,0.0001144802,0.00009616463,0.0001145744,0.0001209371,0.0001365745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019714,"about_ca_system_score_gemma":0.0002468155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002016623,"about_ca_topic_score_gemma":0.0001249537,"domain_scores_codex":[0.9984837,0.0002374879,0.0001794228,0.0002726533,0.0005893523,0.0002374433],"domain_scores_gemma":[0.9989414,0.0003592961,0.00003171412,0.0002099168,0.0003487383,0.0001089221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003431437,0.001790909,0.09247873,0.0003895702,0.00002105337,0.00002321319,0.002880963,0.1661216,0.1134493,0.6105627,0.006238396,0.00570033],"study_design_scores_gemma":[0.0001429798,0.0002884104,0.9487811,0.0000221197,0.00000416946,0.000002892594,0.0003210199,0.002438168,0.01003745,0.03051657,0.007331519,0.0001136211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954053,0.00003207492,0.0006110768,0.0008406191,0.00006788898,0.0001850664,0.00004664974,0.0000110422,0.002800338],"genre_scores_gemma":[0.9993268,0.00000759608,0.0001878536,0.00007377165,0.00002737918,0.000008731698,0.00001179859,0.00000484727,0.0003512651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8563024,"threshold_uncertainty_score":0.9998555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101544542531319,"score_gpt":0.404264224823955,"score_spread":0.302719682292636,"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."}}