{"id":"W1977059577","doi":"10.1002/app.12511","title":"Formation and inhibition of free radicals in electrically stressed and aged insulating polymers","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Radical; Dopant; Electrical treeing; Trapping; Polymer; Materials science; Electric field; Stress (linguistics); Degradation (telecommunications); Chemical physics; Chemistry; Photochemistry; Doping; Composite material; Partial discharge; Optoelectronics; Voltage; Organic chemistry; Electrical engineering","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":[0.00130478,0.00008811898,0.0002068818,0.0004534344,0.0001160851,0.00006837109,0.0001489273,0.00004034642,0.00003646491],"category_scores_gemma":[0.0001605155,0.00007421974,0.00001688594,0.0008087647,0.0002741453,0.0005844338,0.0000340644,0.0001206708,6.175335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000482807,"about_ca_system_score_gemma":0.0001713415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205088,"about_ca_topic_score_gemma":0.00000271745,"domain_scores_codex":[0.9985246,0.00004460922,0.0005795162,0.0001453001,0.0004790758,0.0002268773],"domain_scores_gemma":[0.999096,0.0001170568,0.000480759,0.0001075183,0.00006517647,0.0001334488],"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":[0.00004341867,0.00003460251,0.000266363,0.00001010353,0.000001062539,0.000001997024,0.0009361127,0.00001107846,0.986945,0.008189157,0.000005653612,0.003555393],"study_design_scores_gemma":[0.001060658,0.00009678282,0.005002278,0.00002732635,0.000005832188,0.00002413715,0.0001729234,0.0003641544,0.9893448,0.003804743,0.00001062105,0.00008569777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995503,0.0007789234,0.001054447,0.00007152618,0.00005339117,0.00008138172,0.0000015098,0.000005719168,0.002450091],"genre_scores_gemma":[0.9982967,0.00004701249,0.001525053,0.0001039242,0.00001686332,0.000001431546,1.870349e-7,0.000004030357,0.000004806341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004735915,"threshold_uncertainty_score":0.3026593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007891467216506605,"score_gpt":0.2237032605139138,"score_spread":0.2158117932974072,"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."}}