{"id":"W7043493104","doi":"","title":"Theoretical study of nanoparticle formation in thermal plasma processing Nucleation, coagulation and aggregation","year":2008,"lang":"en","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermophoresis; Nanoparticle; Particle (ecology); Brownian motion; Nucleation; Fractal; Coagulation; Condensation; Plasma; Work (physics); Evaporation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005701945,0.000561752,0.000756324,0.0008760685,0.0006238418,0.0007875165,0.001008402,0.001112854,0.00161789],"category_scores_gemma":[0.001027654,0.0003823936,0.001224178,0.0004629461,0.001059047,0.001177214,0.0007536584,0.000567488,0.0003491875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357993,"about_ca_system_score_gemma":0.0007732445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636241,"about_ca_topic_score_gemma":0.0008094137,"domain_scores_codex":[0.9996943,0.00007232143,0.0000133698,0.00005691676,0.0001267855,0.0000362419],"domain_scores_gemma":[0.9996063,0.0002260011,0.00004808739,0.00002694021,0.00007982851,0.00001277728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003119668,0.00006440903,0.0006101617,0.0003780445,0.00003011076,0.0003750132,0.0002628555,0.7071986,0.0137141,0.2703555,0.0007133126,0.006266695],"study_design_scores_gemma":[0.000007492379,0.00002791769,0.0002375778,0.0000165013,0.00000758573,0.00008252601,0.00001820428,0.9725389,0.001469625,0.02380447,0.00177814,0.00001111716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1308286,0.006288523,0.7945786,0.001143777,0.0002198348,0.0001538576,0.0002880506,0.0001789183,0.06631999],"genre_scores_gemma":[0.8889936,0.004863811,0.08371801,0.0002883293,0.0002311662,0.00057043,0.0001887249,0.0001422332,0.0210037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002636241,"threshold_uncertainty_score":0.009852946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105272966489828,"score_gpt":0.2121440618040785,"score_spread":0.2010913321391802,"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."}}