{"id":"W2070851259","doi":"10.1007/s11051-010-0206-x","title":"Uniform nanoparticles by flame-assisted spray pyrolysis (FASP) of low cost precursors","year":2011,"lang":"en","type":"article","venue":"Journal of Nanoparticle Research","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Materials science; Combustion; Chemical engineering; Enthalpy; Nanoparticle; Pyrolysis; Adiabatic flame temperature; Particle size; Particle (ecology); Nanotechnology; Organic chemistry; Thermodynamics; Chemistry; Combustor","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":[0.000228854,0.0002924769,0.0002038139,0.0001749386,0.0001379902,0.000275935,0.0001919224,0.0002736092,0.0008010128],"category_scores_gemma":[0.0003688169,0.0002123959,0.0001929876,0.000112885,0.0002085589,0.0003361273,0.0001965969,0.000384301,0.0002187706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305798,"about_ca_system_score_gemma":0.0002436941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007593539,"about_ca_topic_score_gemma":0.001766804,"domain_scores_codex":[0.9998592,0.00001579218,0.000009089137,0.00003805068,0.00005285751,0.00002502698],"domain_scores_gemma":[0.9998666,0.00003574018,0.00002874841,0.00001581804,0.00003809871,0.00001493483],"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":[0.00006549435,0.000009863181,0.00004618535,0.00003469688,0.000003279452,0.00002106081,0.00002692945,0.0001695361,0.9977179,0.0001283817,0.0000391013,0.001737571],"study_design_scores_gemma":[0.000006593654,0.00005419141,0.0001958862,0.000001348025,0.000003102512,0.00002450714,0.000004829581,0.0004726603,0.9988701,0.00001696339,0.0003478081,0.00000195067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918324,0.0005917699,0.005364924,0.00006052053,0.00002927737,0.00004410666,0.00007632963,0.00006848777,0.001932229],"genre_scores_gemma":[0.9936262,0.0003033339,0.00408492,0.00001785086,0.000006457042,0.0000156927,0.0000709617,0.00003161656,0.001842868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008010128,"threshold_uncertainty_score":0.002679706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075465805656911,"score_gpt":0.3419246465294832,"score_spread":0.2343780659637922,"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."}}