{"id":"W2000890363","doi":"10.1115/smasis2014-7452","title":"Synthesis and Characterization of a Bio-Compatible Shape Memory Polymer Blend for Biomedical and Clinical Applications","year":2014,"lang":"en","type":"article","venue":"","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Thermoplastic polyurethane; Shape-memory polymer; Toughness; Ultimate tensile strength; Polymer; Shape-memory alloy; Glass transition; Polymer blend; Scanning electron microscope; Polyurethane; Microstructure; Thermoplastic; Universal testing machine; Elastomer; Copolymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004279352,0.0000787944,0.0002211281,0.00005923279,0.00009736486,0.00003272876,0.00008952279,0.00006589279,0.000115597],"category_scores_gemma":[0.00003678876,0.00006364899,0.00003215822,0.00006986301,0.0001669486,0.00007802604,0.00005153133,0.00002753898,0.000005115731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003331797,"about_ca_system_score_gemma":0.00001909325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003577396,"about_ca_topic_score_gemma":0.000002906606,"domain_scores_codex":[0.9991263,0.0000531747,0.0003470414,0.0002388685,0.00009281897,0.0001417674],"domain_scores_gemma":[0.9991595,0.0004390175,0.0001130107,0.0001452571,0.00003005994,0.0001131144],"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":[0.00002321817,0.00008245001,0.001280219,0.00006442229,0.000007980543,3.707924e-8,0.00004198756,5.803434e-8,0.9614,0.001573462,0.00001453985,0.03551164],"study_design_scores_gemma":[0.0005612737,0.0001892375,0.009668842,0.00004186205,0.0000899408,0.00000638222,0.00003930362,0.04839104,0.938547,0.0001669367,0.002105492,0.0001927188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543853,0.0001090395,0.04444586,0.000505678,0.00007384096,0.0002376398,0.00004642426,0.00003669561,0.0001595435],"genre_scores_gemma":[0.9949073,0.00005389706,0.004606921,0.0001747326,0.0001211048,0.00005661426,0.0000163441,0.000009011906,0.00005403799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04839098,"threshold_uncertainty_score":0.259553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830528970063064,"score_gpt":0.2816324795394002,"score_spread":0.2633271898387696,"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."}}