{"id":"W2118542792","doi":"10.1557/proc-1190-nn11-34","title":"Amorphous Polymer Networks Combining Three Functionalities–Shape-memory, Biodegradability, and Drug Release","year":2009,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Ontario Council on Graduate Studies, Council of Ontario Universities","keywords":"Copolyester; Materials science; Crystallinity; Amorphous solid; Glass transition; Shape-memory polymer; Polymer; Chemical engineering; Composite material; Polymer chemistry; Polyester; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000489407,0.0002777303,0.0003181604,0.0000906124,0.0004831837,0.0003486355,0.0002713129,0.0001027758,0.0002052284],"category_scores_gemma":[0.00003450207,0.0002534042,0.00007648457,0.0002354397,0.0001674953,0.0004189995,0.0001229343,0.0002294548,0.00002933301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000549953,"about_ca_system_score_gemma":0.00003633868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000371055,"about_ca_topic_score_gemma":0.00001234273,"domain_scores_codex":[0.998079,0.00001549258,0.0003871092,0.0005726813,0.0003522528,0.0005934626],"domain_scores_gemma":[0.9992576,0.00007467395,0.0001551059,0.0001586296,0.0001014373,0.0002525787],"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":[0.001113027,0.000830927,0.06279214,0.0003505624,0.00008345072,0.00005207002,0.005447414,0.0002798901,0.8126382,0.02717843,0.01832283,0.07091102],"study_design_scores_gemma":[0.008980824,0.002518144,0.1036966,0.000980404,0.000654853,0.001039019,0.004971788,0.2572967,0.5663848,0.03956783,0.007822776,0.00608623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915392,0.003150156,0.0002998422,0.001971289,0.0004093934,0.0001999954,0.000008354446,0.00032934,0.002092411],"genre_scores_gemma":[0.996742,0.00003196618,0.0008017978,0.001604502,0.0003409461,0.00001405084,0.00000729792,0.00002484464,0.0004326297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570168,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137219805918423,"score_gpt":0.2144063954764207,"score_spread":0.2030341974172364,"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."}}