{"id":"W2139444834","doi":"10.1002/pen.20106","title":"Epoxy nanocomposites: Analysis and kinetics of cure","year":2004,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; National Research Council Canada","funders":"","keywords":"Epoxy; Kinetics; Differential scanning calorimetry; Materials science; Activation energy; Nanocomposite; Fourier transform infrared spectroscopy; Glass transition; Composite material; Polymer chemistry; Polymer; Chemical engineering; Physical chemistry; Chemistry; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707186,0.0004577927,0.0004059859,0.0004237294,0.0001246958,0.0002245112,0.0001591712,0.0002358766,0.001368496],"category_scores_gemma":[0.0004650271,0.0001799382,0.0002540813,0.0002101324,0.0001588153,0.0002955685,0.00009916862,0.0005080497,0.000373193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444937,"about_ca_system_score_gemma":0.0001643741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007700305,"about_ca_topic_score_gemma":0.0007574654,"domain_scores_codex":[0.9997979,0.00001837194,0.00001331576,0.00006613252,0.00007938499,0.00002489336],"domain_scores_gemma":[0.9997562,0.00006711954,0.0000655601,0.00002328273,0.00006576273,0.00002210524],"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":[0.00004724356,0.000009711501,0.0001767311,0.00003699546,0.000004162513,0.00001167517,0.00002395372,0.0002697803,0.997738,0.0000326382,0.00001746575,0.001631657],"study_design_scores_gemma":[0.000001700766,0.00005116843,0.001333396,0.000003432219,0.000006149849,0.00003407064,0.000007041879,0.002013176,0.9960848,0.00001507376,0.0004450178,0.000005015585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980023,0.002412356,0.01383669,0.00003387107,0.00002288123,0.00004552768,0.0008236022,0.0003670737,0.002435],"genre_scores_gemma":[0.9879984,0.00114876,0.006662812,0.0000160768,0.000005808504,0.00005539155,0.0006063895,0.0001190808,0.003387378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001368496,"threshold_uncertainty_score":0.004578054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004465085982468431,"score_gpt":0.1998683358639707,"score_spread":0.1954032498815023,"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."}}