{"id":"W2617661508","doi":"10.1016/j.ijbiomac.2017.05.135","title":"Isolation and characterization of microcrystalline cellulose from roselle fibers","year":2017,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; Universiti Putra Malaysia; King Saud University","keywords":"Crystallinity; Microcrystalline cellulose; Materials science; Thermal stability; Fourier transform infrared spectroscopy; Pulp (tooth); Nanocellulose; Cellulose; Nanocomposite; Chemical engineering; Particle size; Nuclear chemistry; Composite material; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001583899,0.0003062749,0.0002365295,0.0004285621,0.0001467171,0.0002445551,0.0001839381,0.0002053761,0.0007558013],"category_scores_gemma":[0.0002482613,0.0000816118,0.0002853214,0.0003319631,0.0001082292,0.000298464,0.0001117666,0.0003129158,0.0003627002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505721,"about_ca_system_score_gemma":0.0001910999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368241,"about_ca_topic_score_gemma":0.002499395,"domain_scores_codex":[0.9998925,0.00001087142,0.000008639159,0.00002577777,0.00004106529,0.00002113455],"domain_scores_gemma":[0.9998478,0.00003366394,0.00003656431,0.00001822967,0.00004292931,0.00002085359],"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":[0.00002084267,0.00001283809,0.000181919,0.00003227187,0.000003091517,0.0001047531,0.00001155416,0.00003152427,0.9975349,0.00002054918,0.00001126328,0.002034456],"study_design_scores_gemma":[0.000002663503,0.00007790892,0.005447966,0.000007345602,0.00001034902,0.0002856944,0.00002058389,0.0003493041,0.9918135,0.00001686246,0.001961528,0.000006236926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696315,0.005529012,0.01940848,0.0001308542,0.00004191432,0.0001425568,0.0009772856,0.0001159745,0.004022331],"genre_scores_gemma":[0.9526408,0.003429635,0.03514754,0.0001516691,0.0000400964,0.00008683459,0.002157558,0.00008069595,0.006265159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001368241,"threshold_uncertainty_score":0.002720535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600971890405599,"score_gpt":0.3016806712159243,"score_spread":0.2756709523118683,"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."}}