{"id":"W3147757559","doi":"10.1016/j.jcis.2021.04.001","title":"Highly stretchable and self-healing cellulose nanofiber-mediated conductive hydrogel towards strain sensing application","year":2021,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":233,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Gauge factor; Materials science; Self-healing hydrogels; Self-healing; Polyacrylic acid; Composite number; Composite material; Nanofiber; Ultimate tensile strength; Viscoelasticity; Durability; Polyaniline; Nanotechnology; Polymer; Polymer chemistry; Fabrication","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":[0.000474406,0.0001080756,0.0002019079,0.00008803908,0.0001002921,0.000121569,0.00008052268,0.00004111898,0.000004832365],"category_scores_gemma":[0.0001234389,0.00009769033,0.00001919252,0.0002774142,0.0001330407,0.0004694851,0.00003823886,0.0001117198,0.000001032543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007301368,"about_ca_system_score_gemma":0.0001042245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008601068,"about_ca_topic_score_gemma":0.000003564635,"domain_scores_codex":[0.999154,0.00002292147,0.0002836836,0.0001515749,0.0001928013,0.0001949603],"domain_scores_gemma":[0.9993807,0.0000597767,0.000112569,0.00007908312,0.0002298045,0.0001380867],"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":[0.000007320111,0.000008885388,0.00001254402,0.00002758845,0.00001090894,0.00000337341,0.000529427,0.01118503,0.9872186,0.00006680576,0.00001305041,0.0009164723],"study_design_scores_gemma":[0.0002407694,0.00006135149,0.0001386962,0.0000804974,0.00001254921,0.000207998,0.0005833258,0.04429319,0.9530413,0.0003402285,0.0008845763,0.0001154911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881622,0.0006427537,0.01030129,0.00006318087,0.0003545292,0.0000397859,0.000007342597,0.00003907612,0.0003898998],"genre_scores_gemma":[0.9856861,0.0002623477,0.01390524,0.00002205154,0.00005349002,3.424466e-7,7.025554e-7,0.00001043919,0.00005926424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03417727,"threshold_uncertainty_score":0.3983696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008618250065050974,"score_gpt":0.2345592894942979,"score_spread":0.2259410394292469,"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."}}