{"id":"W2108771979","doi":"10.1002/jctb.4454","title":"Chondroitin sulfate: extraction, purification, microbial and chemical synthesis","year":2014,"lang":"en","type":"article","venue":"Journal of Chemical Technology & Biotechnology","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Extraction (chemistry); Chondroitin sulfate; Chemistry; Sulfate; Biotechnology; Biochemical engineering; Biochemistry; Organic chemistry; Biology; Engineering; Glycosaminoglycan","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":[0.000440181,0.001011531,0.0008488755,0.0007851113,0.0003001793,0.0004889609,0.0004062746,0.0004809054,0.001493588],"category_scores_gemma":[0.0002483802,0.0002787205,0.0005195096,0.001092342,0.0002087722,0.0005456671,0.0004147854,0.0005759244,0.003780022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109077,"about_ca_system_score_gemma":0.0007818561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006877601,"about_ca_topic_score_gemma":0.0009662781,"domain_scores_codex":[0.9996964,0.00004100972,0.00004098248,0.00004255481,0.0001456837,0.00003343763],"domain_scores_gemma":[0.9998854,0.00000949309,0.00002510284,0.00001143962,0.00005336114,0.00001505666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001251048,0.0001543852,0.0002019152,0.005203251,0.00006666571,0.0002844845,0.00006325584,0.0004657958,0.8561879,0.001294533,0.001550226,0.1344024],"study_design_scores_gemma":[0.00002520486,0.000544158,0.001915068,0.0002757979,0.0001015165,0.001314714,0.00004294825,0.0005567973,0.8308296,0.0006074928,0.1637332,0.00005356605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1377642,0.6970677,0.131591,0.0009863174,0.001442631,0.002203654,0.002523381,0.0008238799,0.02559732],"genre_scores_gemma":[0.2608156,0.5408432,0.1462086,0.0007774493,0.0006587165,0.001737655,0.004747632,0.000178309,0.04403287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001493588,"threshold_uncertainty_score":0.004996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005526690899831709,"score_gpt":0.2457717256220529,"score_spread":0.2402450347222212,"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."}}