{"id":"W1535299379","doi":"10.1002/pen.24133","title":"Continuous modification of polypropylene via photoinitiation","year":2015,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"TMPTA; Photoinitiator; Materials science; Plastics extrusion; Polypropylene; Rheology; Factorial experiment; Reactive extrusion; Composite material; Trimethylolpropane; Branching (polymer chemistry); Polymer chemistry; Polymer; Monomer; Computer science","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":[0.0003820306,0.00006907544,0.00009393986,0.0001108333,0.00005461272,0.00004929962,0.0001383779,0.00002079561,0.00001724704],"category_scores_gemma":[0.00007786538,0.00005923993,0.00001020348,0.0002499949,0.0001793865,0.0003066484,0.00003598525,0.00002605998,0.00000866649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001614928,"about_ca_system_score_gemma":0.00007365152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097715,"about_ca_topic_score_gemma":6.089073e-7,"domain_scores_codex":[0.9992621,0.00001083337,0.0001526712,0.0001606322,0.0002540053,0.0001597864],"domain_scores_gemma":[0.9995908,0.00001272456,0.00005425444,0.0001307052,0.00009015708,0.0001213405],"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":[0.000005769917,0.000008972258,0.0001479777,0.000008862205,6.733879e-7,1.968528e-7,0.0005870491,0.0002986952,0.9965785,0.00105495,0.000005055439,0.001303283],"study_design_scores_gemma":[0.0001256528,0.00003502192,0.0005280669,0.00001190788,0.000003502468,0.000007465572,0.00006707637,0.03919562,0.959815,0.00003243482,0.00009704732,0.00008117832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720529,0.00180386,0.02502401,0.00007811123,0.0002697927,0.00006008758,0.000004423393,0.00007596867,0.0006309003],"genre_scores_gemma":[0.9990844,0.00001008475,0.0007233532,0.00003073264,0.00002268402,0.00000555862,0.000001152854,0.000005592499,0.0001165097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03889692,"threshold_uncertainty_score":0.2415734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613600248144304,"score_gpt":0.2323386980353183,"score_spread":0.2062026955538752,"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."}}