{"id":"W2032554054","doi":"10.1007/s11051-015-2975-8","title":"Nanoscale mixing during double-flame spray synthesis of heterostructured nanoparticles","year":2015,"lang":"en","type":"article","venue":"Journal of Nanoparticle Research","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Particle Physics","funders":"Stiftung der Deutschen Wirtschaft; Deutsche Forschungsgemeinschaft","keywords":"Materials science; Mixing (physics); Intersection (aeronautics); Nanoparticle; Dispersion (optics); Analytical Chemistry (journal); Chemical engineering; Nanotechnology; Optics","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":[0.0002098849,0.0002266065,0.0002139108,0.0001447355,0.0002134351,0.0002639053,0.0001987294,0.0002608494,0.0009791557],"category_scores_gemma":[0.0002735424,0.0001795992,0.000165349,0.0001002416,0.0001884146,0.0003899109,0.0002009655,0.0003917124,0.0001933827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465966,"about_ca_system_score_gemma":0.0002189307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009116312,"about_ca_topic_score_gemma":0.002071699,"domain_scores_codex":[0.9998405,0.00001247193,0.0000078258,0.00004852474,0.00005612213,0.00003442557],"domain_scores_gemma":[0.9998628,0.00004436868,0.00003489276,0.00001162979,0.00003394401,0.00001228404],"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":[0.00004021261,0.000008290233,0.00004093955,0.00002019899,0.000002490688,0.00001401754,0.00003439655,0.00006702381,0.9988882,0.00007710803,0.00002033873,0.0007868042],"study_design_scores_gemma":[0.000004445218,0.00003890728,0.0003197813,0.000001298217,0.000002220093,0.00001005461,0.000008787274,0.0005910127,0.9988328,0.000009062617,0.0001800677,0.000001575311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968286,0.0003048683,0.0015796,0.00002319552,0.00001842467,0.00001576843,0.0000417078,0.00002827554,0.001159594],"genre_scores_gemma":[0.997417,0.0001318699,0.001395964,0.00001305049,0.000005950212,0.000009078479,0.00003808621,0.00001603106,0.0009729958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009791557,"threshold_uncertainty_score":0.003380775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129137400896546,"score_gpt":0.3599439590210565,"score_spread":0.2470302189314019,"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."}}