{"id":"W2056440476","doi":"10.1007/s10570-007-9124-1","title":"Identification of a chemical indicator of the rupture of 1,4-β-glycosidic bonds of cellulose in an oil-impregnated insulating paper system","year":2007,"lang":"en","type":"article","venue":"Cellulose","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Kraft paper; Cellulose; Methanol; Moisture; Materials science; Electrical insulation paper; Organic chemistry; Chemistry; Composite material; Transformer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110811,0.0001284126,0.0002823524,0.0001771593,0.00000925072,0.000003789645,0.0002243746,0.0001803485,0.00001033895],"category_scores_gemma":[0.00004542839,0.0001116291,0.00007438656,0.0004863359,0.00008195084,0.0001279629,0.00002161477,0.000155579,8.530153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005912306,"about_ca_system_score_gemma":0.00002761565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004352472,"about_ca_topic_score_gemma":0.000007819093,"domain_scores_codex":[0.9984221,0.00002895226,0.0009852151,0.0001361992,0.0002608662,0.0001666777],"domain_scores_gemma":[0.9991266,0.00009380702,0.0003068452,0.0003298987,0.00009529938,0.00004759517],"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":[0.00002058835,0.0001371568,0.008473783,0.001115174,0.00001965432,8.590694e-7,0.00144453,0.0008983472,0.985648,0.0008602002,0.000004186212,0.001377521],"study_design_scores_gemma":[0.0004359352,0.00003216646,0.03967416,0.0003938648,0.0000348685,9.086495e-7,0.000156531,0.01647212,0.9426612,0.00003530323,0.00001058038,0.00009233016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977602,0.0005952666,0.0006564106,0.00000432033,0.0001352747,0.0001551472,0.00003642133,0.00002520343,0.0006316943],"genre_scores_gemma":[0.9997991,0.00002095236,0.0000970207,0.000002428302,0.00001626937,0.000005020543,0.00002778562,0.00002448844,0.000006965412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04298677,"threshold_uncertainty_score":0.4552102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005956517302040268,"score_gpt":0.2061686144224478,"score_spread":0.2002120971204075,"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."}}