{"id":"W2949933294","doi":"10.1016/j.cis.2019.06.005","title":"Ultrasound-assisted preparation of different nanocarriers loaded with food bioactive ingredients","year":2019,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sonication; Nanotechnology; Nanocarriers; Dispersity; Nanomaterials; Materials science; Nutraceutical; Dissolution; Particle size; Nanostructure; Nanoparticle; Chemistry; Chemical engineering; Organic chemistry; Chromatography","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":[0.0002920832,0.0008983463,0.0007945914,0.0009318473,0.0001289487,0.000451825,0.000505138,0.0005759205,0.0007761162],"category_scores_gemma":[0.0002338835,0.0003178244,0.0004462014,0.0007626972,0.0002425975,0.000560394,0.0003906847,0.0008364641,0.000581208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767659,"about_ca_system_score_gemma":0.0002537823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006724423,"about_ca_topic_score_gemma":0.001028492,"domain_scores_codex":[0.9998853,0.00001198251,0.000009803805,0.00002343571,0.00004783284,0.00002162247],"domain_scores_gemma":[0.9999498,0.00001787842,0.00001432894,0.000003311698,0.00001051279,0.000004161759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002299633,0.0002388509,0.0001035255,0.01596645,0.0001663086,0.0003947558,0.00009365356,0.0009559014,0.3744674,0.003112147,0.00433105,0.5999398],"study_design_scores_gemma":[0.00008614842,0.0008191646,0.00201049,0.001270017,0.0004049231,0.001591135,0.00006734701,0.001318906,0.4261704,0.000967382,0.5651913,0.0001027319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01088401,0.9832051,0.002767561,0.0001426854,0.0002492173,0.00003584538,0.000049716,0.00003741621,0.00262833],"genre_scores_gemma":[0.03537679,0.9537148,0.003557778,0.0002684383,0.0001688213,0.00006287614,0.0001169886,0.00001933644,0.006714094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0009318473,"threshold_uncertainty_score":0.002733588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298841194728611,"score_gpt":0.3238132730046422,"score_spread":0.2939291535317812,"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."}}