{"id":"W3000718505","doi":"10.20381/ruor-24291","title":"Cold Gas Dynamic Spray Additive Manufacturing of Moisture-Electric Energy Transformation Devices","year":2020,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Moisture; Process engineering; Materials science; Gas dynamic cold spray; Transformation (genetics); Mechanical engineering; Environmental science; Engineering; Composite material; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002430857,0.0002666807,0.0004802393,0.001029821,0.0001768433,0.00002300457,0.0006081197,0.0003824609,0.00006721966],"category_scores_gemma":[0.00001732516,0.0003567932,0.0002027203,0.0008008379,0.00006643139,0.0002694656,0.00002964295,0.0008075784,0.00001085965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728139,"about_ca_system_score_gemma":0.0001525011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002386778,"about_ca_topic_score_gemma":0.01274792,"domain_scores_codex":[0.9980782,0.00009007227,0.0002744281,0.000307152,0.0007713113,0.000478812],"domain_scores_gemma":[0.9990421,0.0001371202,0.0001387108,0.0002397155,0.0002995585,0.0001427735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003106222,0.0004474245,0.0002239972,0.01185807,0.003013243,0.0003169891,0.01177907,0.01981927,0.6431649,0.1940611,0.003689119,0.1113162],"study_design_scores_gemma":[0.001173644,0.0006518752,0.007040681,0.0004641889,0.0002289382,0.000005404755,0.003565828,0.8094114,0.1475636,0.0009187584,0.02801279,0.00096294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553091,0.0007674777,0.01334264,0.0001862531,0.0002945962,0.0008332986,0.0005470838,0.0002629273,0.1284567],"genre_scores_gemma":[0.9934041,0.002731686,0.0002801603,0.000003084155,0.00002266326,0.00000200027,0.001968746,0.00005811383,0.001529456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7895921,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00793425403105677,"score_gpt":0.2262872396709449,"score_spread":0.2183529856398881,"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."}}