{"id":"W3092715437","doi":"10.1002/adfm.202006298","title":"Autonomous Self‐Healing Elastomers with Unprecedented Adhesion Force","year":2020,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UT-Battelle; Building Technologies Office; Battelle; Canada Excellence Research Chairs, Government of Canada; U.S. Department of Energy","keywords":"Elastomer; Materials science; Self-healing; Adhesive; Composite material; Toughness; Adhesion; Polymer; Nanotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000188277,0.0002834276,0.0003783,0.00005917302,0.0003128056,0.0001393921,0.0002093487,0.00008165329,0.001177886],"category_scores_gemma":[0.00003477475,0.0002396116,0.00005478443,0.00021668,0.00005010166,0.0004731788,0.0000888546,0.00009300102,0.0004384925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009816372,"about_ca_system_score_gemma":0.00009769838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003145306,"about_ca_topic_score_gemma":0.000003296137,"domain_scores_codex":[0.9979931,0.00009412048,0.0004626386,0.0005779889,0.0003937071,0.0004784118],"domain_scores_gemma":[0.9990909,0.0001051928,0.0002350238,0.0002140503,0.0001040978,0.0002507992],"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":[0.000875,0.0000374124,0.00006206335,0.00006500009,0.00002128252,0.00000912779,0.0001952936,0.008904397,0.9890574,0.00050118,0.00009432567,0.0001775729],"study_design_scores_gemma":[0.001077052,0.0004035548,0.0004924925,0.00006674516,0.00004145798,0.00003221571,0.0001194763,0.0006438077,0.994079,0.0001053378,0.002597436,0.0003414282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844064,0.0001720704,0.01204266,0.0008844726,0.001121825,0.0003223515,0.00006751547,0.0006168862,0.0003658855],"genre_scores_gemma":[0.9853739,0.00002414063,0.01220739,0.001638196,0.0004323129,0.00005623832,0.00008555949,0.00005143437,0.0001308558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008260588,"threshold_uncertainty_score":0.9997352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335034888209833,"score_gpt":0.2220205913518326,"score_spread":0.2086702424697343,"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."}}