{"id":"W3209083599","doi":"10.13140/rg.2.2.26978.45762","title":"Measurements of a DC Gas Discharge","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Mitacs; Nihon University","keywords":"Environmental science; Electrical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988418,0.0004621915,0.000467404,0.000671156,0.0005160206,0.0005680353,0.0008051436,0.0006988568,0.003443406],"category_scores_gemma":[0.001121104,0.0001763425,0.0001859511,0.000782848,0.0003071773,0.0005390841,0.000462132,0.0007092556,0.0007965758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212554,"about_ca_system_score_gemma":0.0002504431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009110424,"about_ca_topic_score_gemma":0.0005946429,"domain_scores_codex":[0.9994524,0.00003031089,0.00002030526,0.0001354998,0.0002889221,0.00007263262],"domain_scores_gemma":[0.9991907,0.0002026877,0.00006552789,0.00007812145,0.0004030161,0.00006000208],"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":[0.0002911795,0.00005482215,0.004147747,0.000257476,0.00002679346,0.0002369594,0.0002767538,0.0009825622,0.9730346,0.0005677486,0.0009881458,0.01913528],"study_design_scores_gemma":[0.00002546984,0.000542888,0.01385715,0.00002309256,0.00003577243,0.0006361624,0.0002187575,0.009053309,0.9649987,0.0002499046,0.01032976,0.00002914283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307962,0.00161255,0.04760169,0.0002976347,0.0001379737,0.0001843034,0.002469864,0.001831272,0.0150685],"genre_scores_gemma":[0.986805,0.0005328334,0.008773058,0.0001494333,0.00002810798,0.0000796409,0.0007199167,0.0001396498,0.002772386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003443406,"threshold_uncertainty_score":0.01151937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008703849052493835,"score_gpt":0.1813342014467206,"score_spread":0.1726303523942268,"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."}}