{"id":"W821883164","doi":"10.1007/s10570-015-0693-0","title":"Understanding ethanol versus methanol formation from insulating paper in power transformers","year":2015,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"Hydro-Québec","keywords":"Methanol; Cellulose; Levoglucosan; Cellulosic ethanol; Kraft paper; Electrical insulation paper; Pyrolysis; Materials science; Chemical engineering; Ethanol; Chemistry; Organic chemistry; Transformer; Pulp and paper industry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001499681,0.0003295779,0.0001892778,0.0006375235,0.0001139514,0.0002633621,0.000192425,0.0003437762,0.0006132988],"category_scores_gemma":[0.0001759741,0.0001324324,0.0001724028,0.0003058798,0.0002259172,0.0004866846,0.0001763468,0.0003102571,0.0001731366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927963,"about_ca_system_score_gemma":0.00007931279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007003866,"about_ca_topic_score_gemma":0.0005278704,"domain_scores_codex":[0.9999176,0.00001064106,0.000004711225,0.00002286356,0.00002777391,0.00001629297],"domain_scores_gemma":[0.9998931,0.00002826175,0.00003688247,0.000004713977,0.00002679007,0.00001031374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001471291,0.00002220377,0.004811778,0.00009009582,0.00001438702,0.0001697698,0.00005453452,0.0003275659,0.9901927,0.00007204147,0.00001680006,0.004081122],"study_design_scores_gemma":[0.000003628502,0.0001117248,0.0209185,0.000008418155,0.00001729563,0.0001901601,0.0001535021,0.004487606,0.973551,0.0001427071,0.0004085315,0.00000699843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884428,0.00183058,0.008773104,0.00003088544,0.00001230136,0.00002107922,0.0001650031,0.00003360775,0.0006906528],"genre_scores_gemma":[0.9973417,0.0006147385,0.001601617,0.00001414236,0.000005232273,0.00000684743,0.00007780381,0.00000697632,0.0003308584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007003866,"threshold_uncertainty_score":0.002051711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09247902649091576,"score_gpt":0.2489384283643405,"score_spread":0.1564594018734247,"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."}}