{"id":"W3034377821","doi":"","title":"Sustainable Bioplastics 2016 - Extending polylactide applications by overcoming its drawbacks","year":2020,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioplastic; Business; Risk analysis (engineering); Computer science; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004804185,0.0001395214,0.0002016189,0.0001061616,0.0002808477,0.0001535058,0.000658083,0.00007216886,0.0002475856],"category_scores_gemma":[0.0009272768,0.0001167645,0.00003928145,0.0004672007,0.0004145302,0.0001990767,0.000598578,0.0004857516,0.0002433484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005535752,"about_ca_system_score_gemma":0.0001627909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691422,"about_ca_topic_score_gemma":0.000001198116,"domain_scores_codex":[0.9977271,0.0001834571,0.0002815424,0.0004898632,0.0004395962,0.0008784204],"domain_scores_gemma":[0.9978558,0.001520602,0.0000387063,0.0002493059,0.00005210212,0.0002834607],"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":[0.0001106958,0.00005765424,0.0000912081,0.0001181999,0.000003386285,0.000006906708,0.0006800962,5.40417e-7,0.9864762,0.002197716,0.002309726,0.007947618],"study_design_scores_gemma":[0.0001581355,0.00003212543,0.00001570358,0.00004526108,0.000002405869,0.000001751802,0.0006731653,0.0007653958,0.961565,0.001059744,0.03553548,0.000145845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8860157,0.03459176,0.004512867,0.02345894,0.0001231792,0.001493831,0.0002207264,0.0002870851,0.04929587],"genre_scores_gemma":[0.9959521,0.0004363506,0.001218755,0.0001150034,0.0001396478,0.0001561842,0.000009139411,0.00002557365,0.001947286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099363,"threshold_uncertainty_score":0.4761518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564927933379705,"score_gpt":0.3318108850805634,"score_spread":0.2861616057467664,"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."}}