{"id":"W3024789022","doi":"10.1002/adfm.202002853","title":"Autonomic Self‐Healing of PEDOT:PSS Achieved Via Polyethylene Glycol Addition","year":2020,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; PEDOT:PSS; Polyethylene glycol; Self-healing; Polystyrene sulfonate; Self-healing material; Bioelectronics; PEG ratio; Elongation; Polymer; Composite material; Nanotechnology; Conductive polymer; Chemical engineering; Ultimate tensile strength","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001601158,0.0001691424,0.0002976412,0.00003974773,0.0001895344,0.00004211331,0.0001598097,0.00006786928,0.005322224],"category_scores_gemma":[0.00008792404,0.0001694577,0.00005618208,0.0001444812,0.00007247039,0.0002920816,0.00007351003,0.00005946011,0.0003378764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004547081,"about_ca_system_score_gemma":0.00007911012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004474926,"about_ca_topic_score_gemma":0.000001665121,"domain_scores_codex":[0.9986288,0.00006288323,0.0004920135,0.0003896013,0.0001942679,0.0002324135],"domain_scores_gemma":[0.9991337,0.0001331263,0.0003172914,0.0002131971,0.00009171599,0.0001109636],"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":[0.0001528563,0.00004952205,0.000007710614,0.00004401285,0.00001063449,5.31999e-7,0.00013324,0.0005281345,0.9975244,0.0008887391,0.0001864444,0.0004738023],"study_design_scores_gemma":[0.0003769156,0.00009975168,0.0006321222,0.00001222027,0.000045095,0.000005809807,0.00006703297,0.00003980202,0.9953553,0.0006708024,0.002522142,0.0001729863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879522,0.00006576773,0.008047455,0.001699548,0.001033335,0.0002977893,0.0005385482,0.0002404577,0.0001249209],"genre_scores_gemma":[0.9920756,0.000006954917,0.006640585,0.0004648608,0.0004537287,0.0001271112,0.0001306489,0.00002691949,0.00007361464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004984348,"threshold_uncertainty_score":0.9955871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122877923901118,"score_gpt":0.2393374594360661,"score_spread":0.218108680197055,"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."}}