{"id":"W3136673586","doi":"10.1016/j.ijbiomac.2021.03.079","title":"Wearable lignin-based hydrogel electronics: A mini-review","year":2021,"lang":"en","type":"review","venue":"International Journal of Biological Macromolecules","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Institut National de la Recherche Scientifique","funders":"National Key Research and Development Program of China; Scientific Research Foundation of Graduate School of Fujian Agriculture and Forestry University; National Natural Science Foundation of China","keywords":"Lignin; Electronics; Self-healing hydrogels; Nanotechnology; Materials science; Chemistry; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006423036,0.0003325357,0.001419229,0.0001388347,0.00006194379,0.0001219493,0.001361569,0.0002132,0.0009353214],"category_scores_gemma":[0.0004086582,0.0002189225,0.001002499,0.0002150942,0.0001295633,0.00005204797,0.0001590437,0.0004428868,0.0001445527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470249,"about_ca_system_score_gemma":0.0007454507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004967586,"about_ca_topic_score_gemma":0.00000148636,"domain_scores_codex":[0.9973913,0.000249766,0.001216586,0.0003657258,0.0004799359,0.000296726],"domain_scores_gemma":[0.9974725,0.0003371223,0.001344864,0.0002510879,0.00046299,0.0001314845],"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":[0.00001037691,0.0003644916,0.0000019667,0.001665611,0.000327674,0.0004680236,0.000007682493,0.000001351518,0.008593275,0.0008039573,0.003577311,0.9841783],"study_design_scores_gemma":[0.0001361391,0.0001792923,1.814812e-7,0.02679224,0.0002750676,0.0008979599,0.000005826009,0.000001267076,0.004506932,0.00021994,0.9667487,0.0002364207],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006701865,0.9973628,0.0001672143,0.0006389593,0.0006587522,0.0002007541,0.00009204273,0.00002230847,0.0001869846],"genre_scores_gemma":[0.0002562374,0.9970649,0.001396777,0.0006512452,0.0004218463,0.00003956476,0.00006412638,0.00002285097,0.00008240626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9839419,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06133538830365418,"score_gpt":0.3655638731776044,"score_spread":0.3042284848739503,"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."}}