{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003452596,0.0007011714,0.0003908963,0.0002828467,0.0001615205,0.000299304,0.0003245197,0.0003092763,0.001165459],"category_scores_gemma":[0.0004245807,0.0003573638,0.0003328793,0.0003172467,0.0002187022,0.000498486,0.0002758516,0.0007484523,0.0005899618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098105,"about_ca_system_score_gemma":0.0001773997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022715,"about_ca_topic_score_gemma":0.0003309421,"domain_scores_codex":[0.999605,0.00003024205,0.00003656631,0.0001546658,0.0001242409,0.00004923726],"domain_scores_gemma":[0.9996617,0.00008165195,0.0001194736,0.00006531925,0.00004428781,0.0000274675],"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":[0.00002211205,0.000008245587,0.00003365725,0.00002608681,0.000002541803,0.00001956383,0.0000108298,0.00003391117,0.9985992,0.00001887013,0.00001129344,0.001213633],"study_design_scores_gemma":[0.000002660633,0.00006444864,0.0005845662,0.000001391022,0.000005306653,0.00002878956,0.000002179436,0.0002368751,0.9982736,0.000005299603,0.0007923793,0.000002453719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539284,0.002101253,0.04066007,0.00005297686,0.00008137637,0.0001729447,0.000422545,0.0004930796,0.002087249],"genre_scores_gemma":[0.9550187,0.001324231,0.03805587,0.00005225016,0.00003131455,0.0002344188,0.0004974644,0.0001907626,0.004595071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001165459,"threshold_uncertainty_score":0.003898799,"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."}}