{"id":"W2346049034","doi":"10.1002/cjce.22530","title":"Influence of process parameters and scalability of the semi‐batch production of functionalized silver nanoparticles","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Zeta potential; Silver nanoparticle; Materials science; Polymer; Antibacterial activity; Chemical engineering; Transmission electron microscopy; Nanoparticle; Nanotechnology; Batch reactor; Colloid; Volumetric flow rate; SCALE-UP; Spectrophotometry; Chemistry; Chromatography; Composite material; Organic chemistry; Catalysis; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007693839,0.0006792325,0.0004991797,0.0002072996,0.0001557532,0.0005635988,0.0004124728,0.0004021307,0.0009792108],"category_scores_gemma":[0.001320899,0.0003016631,0.0003277652,0.0002062718,0.0002203778,0.00045438,0.0002310526,0.0006380085,0.0003692428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310933,"about_ca_system_score_gemma":0.000295348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008127546,"about_ca_topic_score_gemma":0.001324583,"domain_scores_codex":[0.9994993,0.00009769558,0.00006459168,0.0001247174,0.0001636117,0.00005011898],"domain_scores_gemma":[0.9992017,0.0004713967,0.0001276709,0.00007739263,0.0000865042,0.00003536433],"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":[0.00008245334,0.00004131903,0.00009460979,0.00004780319,0.000006975108,0.00002894511,0.0000189412,0.0001995941,0.9983034,0.00001935916,0.0000198037,0.001136617],"study_design_scores_gemma":[0.00001092629,0.0002930469,0.00102164,0.000004660363,0.00001860481,0.00003321868,0.00001419624,0.001370044,0.9967872,0.00001458076,0.0004238868,0.000007945127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899787,0.001018903,0.006965787,0.00007340216,0.00006192044,0.000113332,0.0003321325,0.0002269866,0.001228885],"genre_scores_gemma":[0.9883056,0.0006219753,0.009630899,0.00003086826,0.00002141523,0.0001202578,0.000268167,0.00009394695,0.0009069802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009792108,"threshold_uncertainty_score":0.004068911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008256116071467074,"score_gpt":0.196625897622835,"score_spread":0.188369781551368,"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."}}