{"id":"W1787684196","doi":"10.1038/srep15178","title":"Hybrid Surface Acoustic Wave- Electrohydrodynamic Atomization (SAW-EHDA) For the Development of Functional Thin Films","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Surface acoustic wave; Electrohydrodynamics; Thin film; Materials science; Nanotechnology; Deposition (geology); Fabrication; Optoelectronics; Electrical engineering; Electrode; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001613975,0.000382651,0.0001985362,0.0002012688,0.0001024532,0.0002380114,0.0003482,0.0003525724,0.0007305093],"category_scores_gemma":[0.0001386508,0.0002136006,0.0002555095,0.0001841477,0.0001654846,0.000298976,0.000284836,0.0003724204,0.000247842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400209,"about_ca_system_score_gemma":0.00009008285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001365032,"about_ca_topic_score_gemma":0.0004090335,"domain_scores_codex":[0.9998652,0.00001196811,0.000006433631,0.00003448317,0.00006301254,0.00001892129],"domain_scores_gemma":[0.9999156,0.00003387343,0.00001925645,0.000009682333,0.00001331268,0.000008148592],"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":[0.000007357209,0.000006782007,0.00008084572,0.00004433809,0.000005445885,0.0000288198,0.000005329578,0.00006540732,0.9961737,0.000140972,0.00002907904,0.003411842],"study_design_scores_gemma":[0.000006264601,0.0001359775,0.000798588,0.000003594522,0.00001318436,0.0001604312,0.00001014195,0.002199431,0.9932925,0.00004888366,0.00332542,0.000005645148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370248,0.01232788,0.1449958,0.0002004757,0.000283143,0.0001196144,0.0002061081,0.0006136012,0.004228429],"genre_scores_gemma":[0.9012424,0.003799791,0.09009957,0.0001280833,0.00005907611,0.00008158118,0.0001903891,0.00004811303,0.004351102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007305093,"threshold_uncertainty_score":0.00244379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392683288250542,"score_gpt":0.2098891484385339,"score_spread":0.1859623155560285,"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."}}