{"id":"W2613764173","doi":"10.1021/acsbiomaterials.7b00256","title":"Editorial: Special Issue on Designer Protein Biomaterials","year":2017,"lang":"en","type":"editorial","venue":"ACS Biomaterials Science & Engineering","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Nanotechnology; Engineering; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005751245,0.001730177,0.001968187,0.000971076,0.001892915,0.006505371,0.005783066,0.001913512,0.001832919],"category_scores_gemma":[0.003837729,0.00153292,0.0002760758,0.0006909836,0.00147013,0.001450055,0.001123003,0.0002096571,0.004856792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382559,"about_ca_system_score_gemma":0.001675016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003668691,"about_ca_topic_score_gemma":0.000009653343,"domain_scores_codex":[0.9885466,0.0002035534,0.001912842,0.002919782,0.003970246,0.002447],"domain_scores_gemma":[0.9928473,0.0003988331,0.001656136,0.00342229,0.0009685705,0.0007068364],"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":[0.00008226035,0.00007255087,1.372127e-7,0.00009787607,0.00001217075,0.00001368694,0.00004217635,0.00002070904,0.5255633,0.0001602809,0.4738588,0.00007610616],"study_design_scores_gemma":[0.0003941439,0.0001729325,0.000005240723,0.0004194435,0.00004368604,0.000003323835,0.000005615864,0.000003042576,0.5130332,0.00005472093,0.4849257,0.0009389833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.2309161,0.00003761351,0.00003299323,0.000101344,0.7640318,0.001572614,0.002047651,0.0008547207,0.0004051781],"genre_scores_gemma":[0.01941483,0.00004411771,0.001680203,0.00002607626,0.9766217,0.0009902085,0.0004188934,0.0003122697,0.0004916603],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2125899,"threshold_uncertainty_score":0.9995961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136245276525949,"score_gpt":0.2663854024996766,"score_spread":0.2550229497344171,"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."}}