{"id":"W3045845335","doi":"10.1002/tcr.202000060","title":"Self‐healing Polyol/Borax Hydrogels: Fabrications, Properties and Applications","year":2020,"lang":"en","type":"article","venue":"The Chemical Record","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Materials science; Borax; Nanotechnology; Nanofiber; Polyol; Nanocomposite; Self-healing; Fabrication; Polymer; Composite material; Polyurethane; Polymer chemistry; Raw material; Chemistry; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.0001794135,0.0001321486,0.0001602273,0.00001645622,0.0002396002,0.0000706859,0.0005246678,0.00007692299,0.00007570862],"category_scores_gemma":[0.00007265194,0.00008957977,0.00003615471,0.0004046927,0.0003124459,0.00007491551,0.0001751543,0.0001733516,0.0003300126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004813728,"about_ca_system_score_gemma":0.00005752495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762569,"about_ca_topic_score_gemma":7.030661e-7,"domain_scores_codex":[0.9988069,0.00003852613,0.0002924773,0.0003710132,0.000217305,0.0002737594],"domain_scores_gemma":[0.9991256,0.0001610122,0.00009516007,0.0003469459,0.00005485076,0.0002164331],"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":[0.00001049746,0.0000393793,0.00004251974,0.00003865054,0.000006620795,1.668099e-7,0.0002345695,2.14408e-7,0.9854407,0.003248445,0.001341304,0.009596918],"study_design_scores_gemma":[0.0001350569,0.00002646353,0.00001117881,0.0000120543,0.00003437206,0.00001050263,0.00006266883,0.0006251344,0.8272039,0.003724461,0.1679836,0.0001705888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7298735,0.005559271,0.1081972,0.14318,0.000167454,0.003563146,0.00008749247,0.002166927,0.007204978],"genre_scores_gemma":[0.9421761,0.0003782722,0.05152411,0.004011825,0.0007055578,0.001027923,0.00001900069,0.00003730661,0.00011991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2123026,"threshold_uncertainty_score":0.4241754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239855369075079,"score_gpt":0.2357598400030204,"score_spread":0.2117743030955125,"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."}}