{"id":"W2063267471","doi":"10.2174/157341308786306116","title":"Nanoparticle Preparation Using the Single Microemulsions Scheme","year":2008,"lang":"en","type":"article","venue":"Current Nanoscience","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microemulsion; Nanoparticle; Dispersity; Micelle; Nanotechnology; Pulmonary surfactant; Materials science; Nucleation; Particle size; Chemical engineering; Colloid; Chemistry; Aqueous solution; Organic chemistry; Polymer chemistry","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":[0.0001015243,0.00009662435,0.00008663449,0.00001690647,0.0006845896,0.00005761262,0.0002924517,0.00002932975,0.0001273574],"category_scores_gemma":[0.00007979618,0.00006555369,0.00004829646,0.000314194,0.0001983471,0.000191583,0.00007114498,0.00008354313,0.00003528329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007478643,"about_ca_system_score_gemma":0.00008708141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601987,"about_ca_topic_score_gemma":0.000004473399,"domain_scores_codex":[0.998979,0.00001860994,0.0001940421,0.0002509475,0.0002935258,0.0002638746],"domain_scores_gemma":[0.9994442,0.00004006521,0.00009187352,0.0002955825,0.00005656786,0.00007165357],"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":[0.000004721229,0.00008744284,0.007452226,0.000006671718,0.000001343531,0.000001149684,0.0003340729,0.00003274541,0.9910295,0.00004164052,0.0002323148,0.000776182],"study_design_scores_gemma":[0.000172204,0.00001623829,0.0006051753,0.00005598073,0.000006014885,0.00005313457,0.0001639916,0.009063787,0.9600264,0.00002036456,0.02966081,0.0001558895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972137,0.0008369136,0.0002085726,0.0000410521,0.0005359378,0.00007347741,0.000005706655,0.00005231231,0.001032341],"genre_scores_gemma":[0.9992324,0.00002381547,0.0001208293,0.00001698594,0.00009020618,0.000009099815,0.000001149607,0.000006261848,0.0004992809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03100308,"threshold_uncertainty_score":0.5265379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09045278979206761,"score_gpt":0.3084736625817694,"score_spread":0.2180208727897018,"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."}}