{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002045309,0.0001055166,0.0002621321,0.0001436812,0.00017931,0.00002906075,0.0003101491,0.00005291423,0.002319054],"category_scores_gemma":[0.0003211035,0.00008348533,0.0001137225,0.000984236,0.0004884069,0.0004002507,0.0001920682,0.0002138732,0.0001818202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490577,"about_ca_system_score_gemma":0.00003918225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008737193,"about_ca_topic_score_gemma":0.00005950733,"domain_scores_codex":[0.9973311,0.0002564548,0.0006652474,0.0001613382,0.001184776,0.0004010579],"domain_scores_gemma":[0.9988081,0.0001908164,0.000296268,0.0002367615,0.0002342757,0.0002337356],"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":[0.000286163,0.0005427882,0.1473502,0.00001262367,0.00005433265,0.00001290656,0.001759325,0.0001994785,0.8247545,0.00008497055,0.005798636,0.01914409],"study_design_scores_gemma":[0.0008198579,0.0003073586,0.2634648,0.00003165026,0.00002485138,0.00001570871,0.0008228326,0.0007203245,0.730725,0.0002733204,0.002685165,0.0001091351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964315,0.0001444106,0.00008617149,0.0003986001,0.00005663749,0.0001807527,0.000004387455,0.000009446727,0.002688051],"genre_scores_gemma":[0.9988817,0.00006496028,0.0005373053,0.00002263769,0.00002028146,0.000006998924,5.145393e-7,0.00001165746,0.0004539417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161146,"threshold_uncertainty_score":0.998593,"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."}}