{"id":"W4234244372","doi":"10.1520/mnl10431m","title":"Chapter 1 Introduction","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Vulcanization; Gasket; Curing (chemistry); Natural rubber; Forensic engineering; Engineering; Materials science; Mechanical engineering; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004219904,0.000945247,0.0006636525,0.001836439,0.001569278,0.004844637,0.001605483,0.001771551,0.5087094],"category_scores_gemma":[0.001639895,0.0003891618,0.0004541555,0.002143697,0.0005619285,0.003416042,0.001880231,0.001994491,0.2934898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807284,"about_ca_system_score_gemma":0.001842527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249451,"about_ca_topic_score_gemma":0.003760378,"domain_scores_codex":[0.9994178,0.00004837631,0.00002443672,0.0001444926,0.0003083241,0.00005662829],"domain_scores_gemma":[0.9993938,0.0001140173,0.0000358337,0.00006544939,0.0002676248,0.0001232073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003367029,0.00006891086,0.0001356716,0.0005646725,0.000003501825,0.0001094678,0.000358445,0.0002332534,0.0008187473,0.04369678,0.7851113,0.1688656],"study_design_scores_gemma":[0.000001026193,0.000006399732,0.00006047596,0.0001370365,8.930567e-7,0.00006054902,0.00003708258,0.00001405249,0.00005964703,0.00230523,0.9973151,0.000002444336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006597796,0.01738461,0.004258431,0.003008213,0.00452667,0.0001762763,0.002385349,0.0009995154,0.9666011],"genre_scores_gemma":[0.002773469,0.01126276,0.00242783,0.001072671,0.001346302,0.0001055693,0.002365446,0.0004286627,0.9782172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5087094,"threshold_uncertainty_score":0.7007664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634724043274838,"score_gpt":0.1987503310751185,"score_spread":0.1824030906423701,"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."}}