{"id":"W4388418008","doi":"10.1021/bk-2023-1454.ch003","title":"Polyurethanes for Shape Memory Foams","year":2023,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Polyurethane; Microstructure; Materials science; Shape-memory alloy; Nanotechnology; Cell structure; Composite material; Biological system","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":[0.0001287317,0.001030888,0.0003823686,0.001313213,0.0004782877,0.001218898,0.0005742479,0.0008715081,0.03755398],"category_scores_gemma":[0.0002578635,0.0003156393,0.0004008091,0.001342235,0.0004096354,0.001980172,0.0009812041,0.001847732,0.02359754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298652,"about_ca_system_score_gemma":0.0003251297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002635547,"about_ca_topic_score_gemma":0.0007585164,"domain_scores_codex":[0.9998517,0.00001285721,0.000006824448,0.00003715925,0.00007732593,0.00001414722],"domain_scores_gemma":[0.9999324,0.00002528403,0.000008019015,0.000006354789,0.0000188076,0.000009095543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005999479,0.0001708464,0.00007804614,0.003021213,0.000018769,0.0002811713,0.0004393863,0.0008452226,0.05371046,0.1297164,0.1580162,0.6536423],"study_design_scores_gemma":[0.000001929792,0.0000195782,0.00004921105,0.0001585378,0.000002449691,0.0001819496,0.0000168082,0.0001054346,0.003547891,0.005478352,0.9904323,0.000005622091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004080865,0.5315072,0.01573614,0.001985911,0.007701823,0.0001299476,0.0004701598,0.0007083025,0.4376796],"genre_scores_gemma":[0.01496918,0.2292944,0.0145736,0.002090133,0.001753584,0.0001903408,0.0005601028,0.0003139271,0.7362546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03755398,"threshold_uncertainty_score":0.1256306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372043576009983,"score_gpt":0.2383735751879178,"score_spread":0.214653139427818,"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."}}