{"id":"W2047528293","doi":"10.1002/app.29589","title":"Dynamic cure kinetics of epoxy–novolac compounds as studied by differential scanning calorimetry","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epoxy; Differential scanning calorimetry; Autocatalysis; Kinetics; Materials science; Molding (decorative); Polymer chemistry; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002218602,0.0002026934,0.0003770131,0.0003075008,0.0001006275,0.00007897458,0.0007359352,0.0000671044,0.00001422448],"category_scores_gemma":[0.00001742716,0.0001799907,0.00006888519,0.000872477,0.0003018842,0.0002184395,0.000056915,0.0003487132,0.000003612064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033247,"about_ca_system_score_gemma":0.00008822208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003552033,"about_ca_topic_score_gemma":7.412997e-7,"domain_scores_codex":[0.9980416,0.000006687113,0.0005711428,0.0001750968,0.0008270881,0.0003783464],"domain_scores_gemma":[0.9991175,0.00005610718,0.0002904451,0.0002120451,0.0001462132,0.0001776692],"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":[0.00002962103,0.00008997544,0.0001134953,0.00004269785,0.00003074156,0.000005317362,0.0003856293,0.0007631768,0.9943386,0.0002440152,0.0005228812,0.003433885],"study_design_scores_gemma":[0.0004945447,0.0002135698,0.003035948,0.00009166369,0.0000461759,0.00005015656,0.0001374284,0.001323962,0.9938481,0.0003855065,0.0001484373,0.0002244895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864557,0.005203526,0.002886493,0.0001109126,0.0005725389,0.00006445502,0.000003662378,0.00004780177,0.00465489],"genre_scores_gemma":[0.9986304,0.0001136229,0.001074405,0.00004209189,0.00007841868,6.833847e-7,5.678738e-7,0.00001827658,0.00004153456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217468,"threshold_uncertainty_score":0.7339808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004932324134664354,"score_gpt":0.2426170717126104,"score_spread":0.2376847475779461,"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."}}