{"id":"W2105063319","doi":"10.1002/pen.20687","title":"Microdielectric analysis and curing kinetics of an epoxy resin system","year":2007,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Epoxy; Materials science; Curing (chemistry); Differential scanning calorimetry; Glass transition; Isothermal process; Composite material; Conductivity; Kinetics; Polymer chemistry; Thermodynamics; Polymer; Physical chemistry; 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":[0.0003764799,0.0001309095,0.000191938,0.0007156641,0.00005196287,0.00005629953,0.0001643101,0.00004115901,7.590074e-7],"category_scores_gemma":[0.00003567845,0.0001336735,0.00002099373,0.001762386,0.000106879,0.0001764138,0.00003611299,0.00009049997,3.220686e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003133555,"about_ca_system_score_gemma":0.000008976074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003981908,"about_ca_topic_score_gemma":0.00001045837,"domain_scores_codex":[0.9990141,0.000003391222,0.0002196124,0.0002241923,0.0001988634,0.0003398515],"domain_scores_gemma":[0.9995286,0.00005754079,0.0000283373,0.000192555,0.00003718982,0.0001557224],"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":[0.000002552507,0.000009716092,0.004270358,0.0004305407,0.00004622723,0.000008221864,0.000347636,0.01872027,0.9716713,0.0003890097,5.906931e-7,0.004103588],"study_design_scores_gemma":[0.00006660591,0.00002629464,0.03836254,0.00004648738,0.0000643508,0.00003032843,0.00004454776,0.09252136,0.8686629,0.000001720791,0.00001336614,0.0001594782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704405,0.006300022,0.02263123,0.000003360422,0.0000903894,0.00003590901,0.000001689145,0.000198926,0.0002979712],"genre_scores_gemma":[0.9969206,0.00005294181,0.002962446,0.000001708071,0.00003031116,0.000001321346,4.372939e-7,0.00001560407,0.00001458556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030084,"threshold_uncertainty_score":0.5451049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004188030970596996,"score_gpt":0.2050293019047915,"score_spread":0.2008412709341945,"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."}}