{"id":"W3206212879","doi":"10.1002/marc.202100495","title":"Liquid Crystalline Hydrogel with Thermally Induced Reversible Shape Change and Water‐Triggered Shape Memory","year":2021,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"China Scholarship Council; China Postdoctoral Science Foundation; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Materials science; Monomer; Polymerization; Chemical engineering; Liquid crystal; Phase (matter); Shape-memory alloy; Isotropy; Dehydration; Liquid crystalline; Emulsion; Matrix (chemical analysis); Absorption of water; Phase transition; Composite material; Polymer; Polymer chemistry; Chemistry; Thermodynamics; Organic chemistry; Optics","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":[0.0000730625,0.0001875238,0.000137042,0.0001148172,0.00006140037,0.0001411762,0.0001935609,0.0002070987,0.0009649287],"category_scores_gemma":[0.0000940864,0.0001328528,0.0001380879,0.0001569366,0.0001284715,0.0002613747,0.0001798858,0.0002131124,0.000253913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991628,"about_ca_system_score_gemma":0.0001482811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754208,"about_ca_topic_score_gemma":0.0005437194,"domain_scores_codex":[0.9999417,0.000004469233,0.000003484568,0.00001297623,0.00002096243,0.00001640691],"domain_scores_gemma":[0.9999317,0.00001103851,0.00002730464,0.000005987546,0.000007703999,0.00001623321],"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":[0.00002380485,0.0000126213,0.00003708185,0.00003682459,0.000002099122,0.00004817213,0.000007023635,0.0001011246,0.9970027,0.0001449586,0.00008765367,0.002495946],"study_design_scores_gemma":[0.00001372642,0.0001119645,0.0005575989,0.000002701748,0.000003667764,0.000106245,0.000005039752,0.00129216,0.9964528,0.00002784122,0.001421492,0.000004769799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718114,0.002475668,0.01518606,0.0001785118,0.0001146876,0.00007521731,0.0006265545,0.0003401971,0.009191636],"genre_scores_gemma":[0.9885681,0.0005741915,0.0068031,0.000110129,0.00002662743,0.00005641738,0.0002385528,0.0000319516,0.00359091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009649287,"threshold_uncertainty_score":0.003228068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157302018408139,"score_gpt":0.2292568533735067,"score_spread":0.1976838331894253,"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."}}