{"id":"W3037902351","doi":"10.1016/b978-0-12-816806-6.00005-4","title":"Modification of polymers","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Polymer; Chemical modification; Materials science; Surface modification; Chemical process; Polymer science; Chemical engineering; Polymer chemistry; Composite material; Engineering","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":[0.00008445384,0.0008906765,0.00029296,0.0005312227,0.0002894295,0.0005395025,0.0004380796,0.0004189381,0.02448303],"category_scores_gemma":[0.0001185903,0.0003421295,0.0003425117,0.0004647362,0.0002212841,0.0007593383,0.0004778235,0.0008888596,0.01416388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268496,"about_ca_system_score_gemma":0.0001448305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000319498,"about_ca_topic_score_gemma":0.0006370085,"domain_scores_codex":[0.9998575,0.000005710775,0.000005211003,0.00004175163,0.00007040452,0.00001932365],"domain_scores_gemma":[0.99997,0.00000700407,0.000005061792,0.000009204929,0.000005530228,0.00000328709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003697189,0.0000542549,0.00008103925,0.0005666693,0.0000131111,0.0001989449,0.00007598412,0.0003499886,0.758285,0.005357972,0.009077399,0.2259027],"study_design_scores_gemma":[0.000004499693,0.00007094147,0.0007329342,0.00006246107,0.00001414455,0.0006220948,0.00001634387,0.0003513473,0.6002551,0.00108701,0.3967699,0.00001315536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06699471,0.04767223,0.06180669,0.0005914842,0.001948122,0.000240817,0.001236294,0.002742286,0.8167674],"genre_scores_gemma":[0.08664214,0.02101836,0.01448643,0.0005626242,0.0001552233,0.0001279564,0.001062694,0.0004370037,0.8755075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02448303,"threshold_uncertainty_score":0.08190387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083853053309746,"score_gpt":0.2351451067228728,"score_spread":0.2143065761897754,"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."}}