{"id":"W2060877147","doi":"10.1021/ac010063f","title":"Simultaneous Determination of Dissolved Gases and Moisture in Mineral Insulating Oils by Static Headspace Gas Chromatography with Helium Photoionization Pulsed Discharge Detection","year":2001,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Chemistry; Analytical Chemistry (journal); Gas chromatography; Helium; Dissolved gas analysis; Flame ionization detector; Chromatography; Moisture; Detection limit; Carbon dioxide; Methane; Transformer oil","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":[0.0002558,0.0003862999,0.0002490097,0.000472338,0.0001679375,0.0003307671,0.000487292,0.0003401181,0.0004691663],"category_scores_gemma":[0.0004816243,0.0001908363,0.0002308126,0.0003417436,0.000345732,0.0004896442,0.0003659849,0.000355624,0.0002656861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846637,"about_ca_system_score_gemma":0.0002847896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088742,"about_ca_topic_score_gemma":0.003202042,"domain_scores_codex":[0.9995784,0.00005834337,0.0000167634,0.000115587,0.0002031519,0.00002765503],"domain_scores_gemma":[0.9997745,0.00007479449,0.00003483372,0.00001570844,0.00007876222,0.00002139],"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":[0.00005569702,0.00001128541,0.001670935,0.00005329478,0.00001250531,0.00002266368,0.0000168552,0.00009486018,0.9839154,0.00005911511,0.00003736141,0.01404995],"study_design_scores_gemma":[0.000005804097,0.0001892193,0.004850736,0.000005889621,0.00002394762,0.000243821,0.00003593812,0.002286603,0.9902983,0.0001044385,0.001940491,0.0000148825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8555918,0.0072388,0.1323802,0.0001437848,0.00008501965,0.0001064902,0.0009849434,0.0006952559,0.002773609],"genre_scores_gemma":[0.8416288,0.00325987,0.1513657,0.0001525374,0.00005079144,0.00008151971,0.0006876554,0.00005150723,0.002721587],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001088742,"threshold_uncertainty_score":0.002164781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003456590216684177,"score_gpt":0.2009870958967694,"score_spread":0.1975305056800852,"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."}}