{"id":"W2915725705","doi":"10.3390/biomimetics4010020","title":"Healing through Histidine: Bioinspired Pathways to Self-Healing Polymers via Imidazole–Metal Coordination","year":2019,"lang":"en","type":"review","venue":"Biomimetics","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Byssus; Histidine; Imidazole; Polymer; Materials science; Self-healing; Biomimetic materials; Nanotechnology; Synthetic polymer; Mussel; Chemistry; Organic chemistry; Composite material; Ecology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009231591,0.001104678,0.00270114,0.0005711281,0.0004771666,0.0003443095,0.001142859,0.0007171477,0.0001597439],"category_scores_gemma":[0.000110076,0.001012757,0.0008069277,0.001188159,0.00009341558,0.0002770824,0.0004942563,0.0004315598,0.00118527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007574784,"about_ca_system_score_gemma":0.0006879983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819066,"about_ca_topic_score_gemma":0.000006731099,"domain_scores_codex":[0.9941856,0.0004158233,0.001877425,0.001401704,0.0008094144,0.001310043],"domain_scores_gemma":[0.9966785,0.0004394924,0.001080863,0.001183561,0.0001775671,0.0004400157],"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":[0.00009726387,0.0008406319,0.0000096556,0.04029244,0.0006774658,0.0001014541,0.001725103,0.0002000349,0.1650391,0.00400011,0.001363264,0.7856535],"study_design_scores_gemma":[0.0004976252,0.0003292375,9.975106e-7,0.006038075,0.001869238,0.000103334,0.00004657369,0.001761499,0.01557679,0.00005019291,0.9718358,0.001890657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009665867,0.9825037,0.008443801,0.0001386806,0.004738379,0.001701934,0.0004696804,0.0006056704,0.000431643],"genre_scores_gemma":[0.002024772,0.9601985,0.0349441,0.0004474862,0.001208341,0.0001284216,0.0005288445,0.0003511233,0.0001684147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704725,"threshold_uncertainty_score":0.9995924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952511208886824,"score_gpt":0.3100912412075539,"score_spread":0.2505661291186856,"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."}}