{"id":"W2793538337","doi":"10.1177/1528083718763779","title":"Hydroentangled nonwoven eri silk fibroin scaffold for tissue engineering applications","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Textiles","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission; Egg Farmers of Canada","keywords":"Fibroin; Scaffold; Materials science; Tissue engineering; Nonwoven fabric; Ultimate tensile strength; Polyester; Electrospinning; Textile; Composite material; Fiber; SILK; Biomedical engineering; Polymer","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":[],"consensus_categories":[],"category_scores_codex":[0.0005612951,0.0001631369,0.00031947,0.0001293589,0.0001775119,0.0001472827,0.0004236575,0.0001540103,0.0005224465],"category_scores_gemma":[0.0001547459,0.0001361143,0.0001126165,0.0002205198,0.00009678393,0.0002030938,0.00004697241,0.00008128575,0.00009906714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007481921,"about_ca_system_score_gemma":0.0001326581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001455974,"about_ca_topic_score_gemma":0.00000439732,"domain_scores_codex":[0.9985688,0.00003075303,0.0006876233,0.0001900886,0.0002433061,0.0002793974],"domain_scores_gemma":[0.9986411,0.0001760437,0.0005255335,0.0002426256,0.0002625534,0.0001521875],"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":[0.00009325802,0.00007449235,0.00002837898,0.00001109766,0.00001523554,0.000001344281,0.00004298699,0.0000694001,0.9876699,0.0006502607,0.007258522,0.004085109],"study_design_scores_gemma":[0.001006259,0.0003943273,0.00005689298,0.00008385185,0.00004813553,0.00004309745,0.00005719212,0.0001203682,0.8888676,0.0003096165,0.1088618,0.0001508827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988802,0.00008656828,0.00829832,0.0006753366,0.001001933,0.0007181632,0.0001989781,0.00005549863,0.0001632166],"genre_scores_gemma":[0.9858587,0.000006453055,0.007519953,0.00006518642,0.006311914,0.0001008604,0.00001108419,0.00002985722,0.00009598875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016033,"threshold_uncertainty_score":0.5720422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175662641595218,"score_gpt":0.2821119101835916,"score_spread":0.2503552837676394,"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."}}