{"id":"W2130018899","doi":"10.1139/l09-065","title":"Protocols for the analysis of transformer oil and its degradation in soil by hydrogen peroxideA paper submitted to the Journal of Environmental Engineering and Science.","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer oil; Hydrogen peroxide; Transformer; Hydrocarbon; Chemistry; Gas chromatography; Degradation (telecommunications); Hydrogen; Petroleum; Environmental science; Environmental chemistry; Chromatography; Organic chemistry; Engineering; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00210516,0.002319705,0.00119366,0.00276588,0.001477545,0.0005927634,0.001677586,0.0009683371,0.00688281],"category_scores_gemma":[0.001945361,0.001142092,0.0009630485,0.002186337,0.0007192159,0.0008296074,0.00105981,0.002207091,0.006705591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007324936,"about_ca_system_score_gemma":0.002157614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003844,"about_ca_topic_score_gemma":0.006756522,"domain_scores_codex":[0.9978849,0.0003908427,0.0003037686,0.0003911964,0.0007846453,0.0002445358],"domain_scores_gemma":[0.9984138,0.00025226,0.0001916991,0.0004658185,0.0005771741,0.00009922796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000842398,0.00008588162,0.0002370198,0.0002787667,0.00002470062,0.0001511579,0.0001155871,0.0001939718,0.9868094,0.0004891607,0.0005113333,0.0110188],"study_design_scores_gemma":[0.00005842711,0.0006527206,0.002670934,0.00009350562,0.00007289313,0.0008045962,0.0001135617,0.001702542,0.9520595,0.001270824,0.04042545,0.00007506484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05761605,0.002167227,0.9202026,0.0002088842,0.0003429653,0.007656548,0.003434901,0.002073252,0.006297588],"genre_scores_gemma":[0.08218476,0.007365381,0.8439791,0.0002868167,0.00009684981,0.03302531,0.01374767,0.0007656787,0.01854837],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00688281,"threshold_uncertainty_score":0.02302533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008189872199064759,"score_gpt":0.2057588234252397,"score_spread":0.197568951226175,"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."}}