{"id":"W2044997519","doi":"10.1002/jbm.b.30543","title":"Anisotropic polyvinyl alcohol hydrogel for cardiovascular applications","year":2006,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Polyvinyl alcohol; Materials science; Self-healing hydrogels; Isotropy; Anisotropy; Composite material; Polymer; Temperature cycling; Thermal; Polymer chemistry","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":[0.0001145739,0.0003545948,0.0001200272,0.0002629228,0.0001003018,0.00018901,0.0001621296,0.0002755638,0.00540737],"category_scores_gemma":[0.0001227915,0.0001240898,0.0001251044,0.0001567954,0.00007506824,0.0002220077,0.0001547775,0.000366062,0.00213229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601581,"about_ca_system_score_gemma":0.0001321269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659892,"about_ca_topic_score_gemma":0.0003337073,"domain_scores_codex":[0.9999458,0.000005446705,0.000004262874,0.000009919192,0.00002473595,0.000009752976],"domain_scores_gemma":[0.9999224,0.00001492473,0.00001887739,0.000008173912,0.00001598395,0.00001974048],"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":[0.00003077359,0.00002611233,0.00009311362,0.0001241386,0.000003467022,0.00007214825,0.000008488239,0.0001727251,0.9750625,0.0008008473,0.0006172247,0.02298846],"study_design_scores_gemma":[0.00003640397,0.0002718077,0.001497283,0.00004087002,0.00002878479,0.0009370961,0.00001057569,0.002100122,0.9098232,0.0005559349,0.08467589,0.0000220282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5272318,0.1302501,0.2136871,0.002202714,0.00210104,0.0004111622,0.001932356,0.002675888,0.1195078],"genre_scores_gemma":[0.8379292,0.02981828,0.08105779,0.0005179853,0.0003059946,0.0001723364,0.001083835,0.0001945889,0.04891999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00540737,"threshold_uncertainty_score":0.01808941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04195628776385624,"score_gpt":0.3007011367071088,"score_spread":0.2587448489432526,"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."}}