{"id":"W4327714067","doi":"10.3390/coatings13030630","title":"Direct Liquid Reactor-Injector of Nanoparticles: A Safer-by-Design Aerosol Injection for Nanocomposite Thin-Film Deposition Adapted to Various Plasma-Assisted Processes","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plasmionique (Canada); Université de Montréal","funders":"Centre National de la Recherche Scientifique","keywords":"Materials science; Nanoparticle; Nanocomposite; Deposition (geology); Plasma; Dielectric barrier discharge; Thin film; Atmospheric-pressure plasma; Injector; Aerosol; Chemical engineering; Nanotechnology; Dielectric; Optoelectronics; Chemistry; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002280755,0.0002564085,0.0003285766,0.000198023,0.0001079524,0.00006877558,0.0001760956,0.0001447617,0.000002147344],"category_scores_gemma":[0.0001789751,0.0002766464,0.00007724608,0.001140454,0.00002164479,0.0001622445,0.00003690039,0.0001190668,0.00001307285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620429,"about_ca_system_score_gemma":0.00006226137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007582193,"about_ca_topic_score_gemma":0.00009749644,"domain_scores_codex":[0.9985386,0.00003426529,0.0004519504,0.0003209444,0.0002182686,0.0004359849],"domain_scores_gemma":[0.9990652,0.0002920347,0.0001071845,0.0002149576,0.0002102798,0.0001103978],"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":[0.0002579945,0.00005191171,0.00001793127,0.0003046606,0.00004870262,0.000002331974,0.0007714445,0.06572391,0.9310773,0.00004270729,0.001158214,0.0005428649],"study_design_scores_gemma":[0.0003429534,0.0009151608,0.00002580631,0.0001309195,0.00003630209,0.00001001121,0.00002825455,0.4222208,0.5759716,0.00001495258,0.00007874208,0.0002244659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904508,0.00006535571,0.1069249,0.00004522372,0.0001604174,0.001142617,0.0000856182,0.0009304407,0.0001946075],"genre_scores_gemma":[0.9933267,0.00002395848,0.005745221,0.00003620832,0.00004212882,0.0004608691,0.0001475903,0.0001007478,0.0001166257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3564969,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172222617492435,"score_gpt":0.2195033281118596,"score_spread":0.2077811019369352,"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."}}