{"id":"W2036222682","doi":"10.5539/ijc.v2n2p28","title":"The Effect of Both UV\\Ozone and Chitosan on Natural Fabrics","year":2010,"lang":"en","type":"article","venue":"International Journal of Chemistry","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Chitosan; Wool; Dyeing; Fourier transform infrared spectroscopy; Ozone; SILK; Attenuated total reflection; Reactive dye; Pulp (tooth); Nuclear chemistry; Chemical engineering; Pulp and paper industry; Polymer chemistry; Infrared spectroscopy; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003069585,0.00007096154,0.0001056218,0.0000151065,0.00005231205,0.0001018027,0.0003837778,0.00004036498,0.00007114097],"category_scores_gemma":[0.0001715437,0.00004124788,0.00005137102,0.0000257152,0.0001289708,0.00006390423,0.0000401103,0.0001271036,0.000002474906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008626233,"about_ca_system_score_gemma":0.0000276821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004931376,"about_ca_topic_score_gemma":9.758735e-7,"domain_scores_codex":[0.9992623,0.00001534569,0.0002585378,0.00007361129,0.0003161526,0.00007409641],"domain_scores_gemma":[0.9992436,0.000203913,0.0003205034,0.0001022306,0.00008742151,0.00004238754],"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":[0.000134806,0.00001687672,0.0005921103,0.000007805263,0.00001484824,0.000003630397,0.00001260568,0.00000236237,0.9974356,0.00008575965,0.0001454153,0.001548136],"study_design_scores_gemma":[0.0003802521,0.00005091728,0.002515912,0.00002773959,0.000008859524,0.000130207,0.000009057773,0.00001483993,0.9959343,0.0001085694,0.0007774321,0.0000419101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997639,0.00006582274,0.00001330426,0.0008616284,0.0009613989,0.00003018059,0.00001728113,0.000004934182,0.0004064557],"genre_scores_gemma":[0.9992212,0.00001469909,0.0001461436,0.00003065719,0.0005466496,0.00000216909,0.000002382113,0.000004843484,0.00003124531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001923802,"threshold_uncertainty_score":0.168204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003336741492784682,"score_gpt":0.2526477132422993,"score_spread":0.2493109717495146,"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."}}