{"id":"W3092618955","doi":"10.1039/d0ta06613c","title":"Triple non-covalent dynamic interactions enabled a tough and rapid room temperature self-healing elastomer for next-generation soft antennas","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Elastomer; Self-healing; Materials science; Covalent bond; Self-healing material; Composite material; Nanotechnology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004838002,0.0002326705,0.0005135645,0.00003959189,0.0002335459,0.0004748259,0.0002198875,0.0001242775,0.0002967879],"category_scores_gemma":[0.0001184105,0.0001996607,0.0001225983,0.00009884292,0.00002246667,0.0004901298,0.00006442419,0.0001753988,0.000005234974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008573261,"about_ca_system_score_gemma":0.0001351209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006732442,"about_ca_topic_score_gemma":0.00000101015,"domain_scores_codex":[0.9982895,0.00006215196,0.0008245607,0.0002854502,0.0002269282,0.0003114101],"domain_scores_gemma":[0.9987231,0.00007762912,0.0006202017,0.0001425624,0.0002124066,0.0002241366],"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":[0.0004047394,0.0000696007,0.000004609774,0.0003947256,0.00004939923,0.00001416061,0.0005994934,0.0001646197,0.997447,0.000001393832,0.0007680611,0.00008225041],"study_design_scores_gemma":[0.001205052,0.0001438009,0.00001342287,0.0001446419,0.0001052926,0.0002680508,0.0002018497,0.006110572,0.9897192,0.00001522245,0.001869705,0.000203199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944979,0.0008452712,0.001675816,0.001588285,0.001028972,0.0002115085,0.00009614578,0.00004014241,0.00001593649],"genre_scores_gemma":[0.9910129,0.0002091703,0.006687508,0.0003993476,0.001535594,0.00001662148,0.00003137737,0.00003097189,0.00007652687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007727757,"threshold_uncertainty_score":0.8141925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145561961537302,"score_gpt":0.2547305422253477,"score_spread":0.2332749226099747,"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."}}