{"id":"W3152862591","doi":"10.1007/978-981-16-0486-7_4","title":"Critical Issues in XLPE-Based Polymer Nanocomposites and Their Blends","year":2021,"lang":"en","type":"book-chapter","venue":"Materials horizons","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Nanocomposite; Polymer; Polymer nanocomposite; Polymer science; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003199386,0.0004908594,0.0008156867,0.0002609646,0.0001405824,0.0004080984,0.0002338801,0.0003642784,0.01147054],"category_scores_gemma":[0.00007339676,0.000433607,0.00007805591,0.00005455114,0.0002331856,0.0001419036,0.0001441015,0.0001556857,0.0003063978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008478401,"about_ca_system_score_gemma":0.0002196915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004936017,"about_ca_topic_score_gemma":0.00002349546,"domain_scores_codex":[0.9978992,0.00009829999,0.0006376487,0.0006738106,0.0002486603,0.0004423757],"domain_scores_gemma":[0.998875,0.000279852,0.0001404883,0.0004377119,0.0001043286,0.0001626143],"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":[0.00004411225,0.00002940398,0.000003698803,0.0000826707,0.000009704505,0.0000555477,0.0001267941,6.396747e-7,0.8239295,0.175141,0.0002480822,0.0003288746],"study_design_scores_gemma":[0.0003037814,0.0001522263,0.00002328416,0.000301952,0.00003186023,0.00001661284,0.00001715586,0.000008557534,0.9486194,0.01663377,0.03331308,0.0005783616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2591017,0.01961352,0.0003744276,0.003021689,0.003947988,0.001189407,0.002170028,0.0007061175,0.7098751],"genre_scores_gemma":[0.7129475,0.0002071738,0.0005145139,0.0005135898,0.0007273961,0.0000589542,0.0002431399,0.0001501974,0.2846375],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4538458,"threshold_uncertainty_score":0.9998116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399433183695457,"score_gpt":0.25101368709981,"score_spread":0.2370193552628555,"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."}}