{"id":"W2170804532","doi":"10.1007/0-306-48244-4_11","title":"Use of High-Energy Radiation in Polymer Blends Technology","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Polymer; Materials science; Radiolysis; Polypropylene; Polyethylene; Polymerization; Radical; Polyvinyl chloride; Chemical engineering; Polymer blend; Polymer degradation; Ethylene propylene rubber; Polymer chemistry; Photochemistry; Chemistry; Organic chemistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000230625,0.0005147566,0.0004305491,0.0005755569,0.0003108137,0.001071544,0.0006883643,0.0005720957,0.0061292],"category_scores_gemma":[0.0001379917,0.0004249555,0.0003951372,0.0007309762,0.0004146267,0.001817663,0.0006057685,0.001115845,0.002838803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195455,"about_ca_system_score_gemma":0.0002228024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331609,"about_ca_topic_score_gemma":0.0003472345,"domain_scores_codex":[0.999855,0.00001730292,0.000005571357,0.00003762239,0.00007215034,0.00001224958],"domain_scores_gemma":[0.9999195,0.00003751751,0.000008305778,0.00001606342,0.00001360596,0.000004915738],"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":[0.0000915115,0.000159685,0.0002463803,0.001206755,0.00004095345,0.0003655872,0.0002780507,0.001682087,0.6649495,0.07647418,0.003403843,0.2511015],"study_design_scores_gemma":[0.00001047131,0.0001413855,0.0005195601,0.000122513,0.00004313467,0.001055729,0.00005402266,0.001647319,0.7472247,0.01085901,0.2382983,0.00002374024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08067897,0.1992089,0.2207968,0.001065394,0.001237757,0.0001712707,0.0002442051,0.001428574,0.4951681],"genre_scores_gemma":[0.3658817,0.1440733,0.1049183,0.0007598192,0.0003615157,0.0001881964,0.0003729025,0.0007648392,0.3826794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0061292,"threshold_uncertainty_score":0.02050424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373046920221148,"score_gpt":0.2046713508777606,"score_spread":0.1909408816755492,"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."}}