{"id":"W2058541268","doi":"10.1016/j.biortech.2010.05.100","title":"Physical properties and dyeability of silk fibers degummed with citric acid","year":2010,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Citric acid; SILK; Fibroin; Bombyx mori; Fiber; Ultimate tensile strength; Chemistry; Sericin; Materials science; Nuclear chemistry; Chemical engineering; Composite material; Organic chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002137544,0.00034209,0.0001353839,0.0002096847,0.0001890084,0.0002395541,0.0001048044,0.0003053877,0.0007945028],"category_scores_gemma":[0.0003515614,0.0001270491,0.0002831452,0.000223069,0.0002321652,0.0003603323,0.0001133953,0.0003199449,0.0001226961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602519,"about_ca_system_score_gemma":0.0001319766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009661083,"about_ca_topic_score_gemma":0.001059169,"domain_scores_codex":[0.9998555,0.00001792179,0.00001516626,0.00003039631,0.00004060879,0.00004041203],"domain_scores_gemma":[0.9997365,0.00007801615,0.00005871186,0.00002423308,0.00005562312,0.00004678351],"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":[0.000126145,0.000008249196,0.000262497,0.00001872983,0.000004003746,0.00002602582,0.00002196362,0.0000524402,0.9989229,0.00001987989,0.000006319379,0.0005307804],"study_design_scores_gemma":[0.000004327067,0.000130193,0.008666962,0.000003488831,0.00001206999,0.00004803875,0.00002606894,0.0002777173,0.9904848,0.0000163167,0.0003235586,0.00000650535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979998,0.0007402428,0.0005204063,0.00001620173,0.00001563358,0.00000439204,0.00009871875,0.00000713263,0.0005974137],"genre_scores_gemma":[0.9983816,0.0002478258,0.0002753154,0.00001472874,0.000004497309,0.000004583423,0.0001318115,0.00000765916,0.0009319135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009661083,"threshold_uncertainty_score":0.00265789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171246800888069,"score_gpt":0.2180459524835111,"score_spread":0.2063334844746304,"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."}}