{"id":"W1522684651","doi":"10.5772/23927","title":"Poly(Lactic Acid)-Based Biomaterials: Synthesis, Modification and Applications","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; Huazhong University of Science and Technology; University of Akron","keywords":"Lactic acid; Materials science; Biology; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069904,0.0006688748,0.0002968317,0.0007253101,0.0001560585,0.0004066526,0.0002382544,0.0003226523,0.002817493],"category_scores_gemma":[0.00008261611,0.0002945148,0.0002858788,0.0008708535,0.0001343223,0.0006082078,0.0002156751,0.0004800075,0.003488886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536226,"about_ca_system_score_gemma":0.0001631587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591521,"about_ca_topic_score_gemma":0.0003082314,"domain_scores_codex":[0.9999254,0.000004760632,0.000006836573,0.00001566554,0.00003896738,0.000008419294],"domain_scores_gemma":[0.9999757,0.000005515902,0.000006877257,0.000002727909,0.000005367672,0.000003849299],"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":[0.0000726156,0.0001173383,0.0001345354,0.001306473,0.00001004022,0.0002812103,0.00004806602,0.001157205,0.7401126,0.001472797,0.003026603,0.2522605],"study_design_scores_gemma":[0.00003235833,0.001049124,0.004725542,0.0004381952,0.00006939202,0.004876299,0.00005315455,0.001776573,0.564621,0.002565565,0.4197416,0.00005121006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1455864,0.6822852,0.0563456,0.0009419885,0.0006755956,0.0003471574,0.002170703,0.001154277,0.1104931],"genre_scores_gemma":[0.2124121,0.5768375,0.05158881,0.0006237843,0.0004744383,0.0005045788,0.002955217,0.0002317697,0.1543718],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002817493,"threshold_uncertainty_score":0.009425402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943677745505805,"score_gpt":0.2504884146830518,"score_spread":0.2010516372279938,"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."}}