{"id":"W2393632968","doi":"","title":"Effect of Heating Rate on the Complex Permittivity of Hollow-porous Carbon Fibers","year":2011,"lang":"en","type":"article","venue":"","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Polyacrylonitrile; Materials science; Composite material; Microstructure; Electrical resistivity and conductivity; Permittivity; Carbonization; Volume (thermodynamics); Porosity; Conductivity; Carbon fibers; Dielectric; Polymer; Scanning electron microscope; Thermodynamics; Chemistry","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":[0.0002918204,0.0001565085,0.0002574028,0.00005501752,0.0000249372,0.000004382844,0.0001667759,0.00004512867,0.000119021],"category_scores_gemma":[0.00003242325,0.0001041535,0.00008198259,0.0001250515,0.00006304931,0.00003477142,0.00003467466,0.0001160255,0.000007330818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001773075,"about_ca_system_score_gemma":0.000005142449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000666337,"about_ca_topic_score_gemma":0.00001420779,"domain_scores_codex":[0.9992903,0.00009441737,0.0002258813,0.00009531419,0.0001185883,0.0001755188],"domain_scores_gemma":[0.9989726,0.0006008456,0.00005167884,0.0003263907,0.00001695347,0.00003154578],"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":[0.0001893535,0.00003518945,0.0075887,0.0005935539,0.0002885041,0.000006591512,0.00365522,0.01144641,0.9664443,0.002134801,0.0003595238,0.007257916],"study_design_scores_gemma":[0.0002461834,0.0003430572,0.004836207,0.00004815303,0.00002466659,0.000001737284,0.00002602285,0.04407385,0.9502652,0.00001551528,0.000008875963,0.0001105396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883582,0.0000420628,0.00004349708,0.000008890815,0.00008647244,0.0001790768,0.000003558633,0.0001110506,0.1159434],"genre_scores_gemma":[0.9995511,0.000001581842,0.0002133753,0.00002052718,0.00001392001,0.000008421099,0.000002105739,0.00002435891,0.0001646608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159691,"threshold_uncertainty_score":0.4247257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774201574187844,"score_gpt":0.2084781023563329,"score_spread":0.1907360866144544,"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."}}