{"id":"W2084272203","doi":"10.1002/pc.10216","title":"Polyester cure monitoring by means of different techniques","year":2000,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Curing (chemistry); Materials science; Differential scanning calorimetry; Fourier transform infrared spectroscopy; Rheometry; Composite material; Polyester; Polymerization; Styrene; Polymer; Thermodynamics; Chemical engineering; Copolymer","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":[0.00001972134,0.0001858053,0.0002064194,0.00006187127,0.00003637423,0.00003066865,0.0002085496,0.00006651946,0.0001748522],"category_scores_gemma":[0.000001502896,0.0001722617,0.00005332083,0.000106199,0.00003876851,0.0001112787,0.00002098306,0.0001217597,0.00001596577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001943033,"about_ca_system_score_gemma":0.00000316367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002458315,"about_ca_topic_score_gemma":0.000001444817,"domain_scores_codex":[0.9992492,0.00001241515,0.0002180887,0.0001372613,0.0001586541,0.0002243973],"domain_scores_gemma":[0.9996316,0.00005106631,0.0000232244,0.000217765,0.00001589484,0.00006040113],"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":[0.000008810674,0.00005832399,0.03182079,0.0001838991,0.00005643538,0.000001639263,0.0002216859,0.00007187045,0.9508138,0.00002388543,0.0008112735,0.01592763],"study_design_scores_gemma":[0.00007460858,0.0000268705,0.001464829,0.0001400779,0.00001915546,0.000003421668,0.000008170463,0.0001548194,0.9967065,0.00003117935,0.001192889,0.000177412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795587,0.01363796,0.0002668104,0.00007055459,0.0001097572,0.00008779478,0.00001699264,0.0006515303,0.005599875],"genre_scores_gemma":[0.9982742,0.0003944254,0.0005864847,0.000009962619,0.0001039421,0.0000175921,0.000005954146,0.00004732139,0.0005601083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04589281,"threshold_uncertainty_score":0.7024626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005798773406477761,"score_gpt":0.2132636060217847,"score_spread":0.207464832615307,"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."}}