{"id":"W2107042528","doi":"10.1016/j.colsurfb.2011.02.039","title":"Effect of polysaccharide nanocrystals on structure, properties, and drug release kinetics of alginate-based microspheres","year":2011,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":213,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Nanocomposite; Chemical engineering; Nanocrystal; Materials science; Fourier transform infrared spectroscopy; Kinetics; Scanning electron microscope; Controlled release; Polysaccharide; Polymer chemistry; Nuclear chemistry; Chemistry; Nanotechnology; Organic chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034908,0.0002415311,0.0004135637,0.00002035381,0.00006958324,0.00003656296,0.0001937844,0.00009343402,0.0001627176],"category_scores_gemma":[0.00003581967,0.00009102252,0.00006526148,0.0001409505,0.0002507603,0.0000675103,0.00007137591,0.00008481835,0.000001008126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000644144,"about_ca_system_score_gemma":0.00000698309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901087,"about_ca_topic_score_gemma":0.0003680127,"domain_scores_codex":[0.9988647,0.0001253904,0.000316238,0.0003029956,0.0001557338,0.0002349611],"domain_scores_gemma":[0.9993129,0.0002541948,0.0001992089,0.000079921,0.00004882518,0.0001049807],"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":[0.0006182124,0.00005704926,0.0135534,0.0001511637,0.0000264617,0.000002051073,0.0001459366,0.000008058653,0.9764597,0.00001577324,0.00008715438,0.008874984],"study_design_scores_gemma":[0.0003088508,0.00237696,0.007762126,0.0002010199,0.00003516418,0.000003423153,0.0001174138,0.0001557363,0.9885228,0.00003869318,0.0002913985,0.0001864246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951017,0.003925979,0.000001092039,0.00005629753,0.00007935375,0.0002967769,0.0003546625,0.00002199753,0.0001621074],"genre_scores_gemma":[0.9993342,0.0002438495,0.0001057629,0.00003308465,0.00001119357,0.000002877155,0.000008016438,0.000002495578,0.0002585237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206304,"threshold_uncertainty_score":0.3711791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596752554891355,"score_gpt":0.1886159796796412,"score_spread":0.1726484541307277,"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."}}