{"id":"W2489425570","doi":"10.1017/cbo9781139021333.003","title":"Fundamentals of polymers","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polymer; Nanofiber; Nanotechnology; Materials science; Natural polymers; Nanocomposite; Polymer nanocomposite; Polymer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003501539,0.001248672,0.0006507746,0.001547206,0.001151433,0.00242762,0.001124124,0.001360274,0.060684],"category_scores_gemma":[0.0006914773,0.0004731644,0.0003412389,0.001559492,0.00165493,0.003747045,0.001599552,0.003429612,0.04774131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000850141,"about_ca_system_score_gemma":0.0008425761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004381586,"about_ca_topic_score_gemma":0.000634259,"domain_scores_codex":[0.9995012,0.00004705863,0.00002536957,0.0001001137,0.0002753858,0.00005079611],"domain_scores_gemma":[0.9997628,0.00007000993,0.00001778452,0.00004007608,0.00007622283,0.00003303212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004021857,0.00007737604,0.00008173801,0.001255082,0.000007577,0.00022747,0.0005108926,0.0006192428,0.00697134,0.4917459,0.1915527,0.3069106],"study_design_scores_gemma":[0.000001628973,0.00001007028,0.00002889642,0.00007661219,7.549012e-7,0.0001209508,0.00001616903,0.0000551447,0.0005682177,0.02133918,0.9777781,0.000004267294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001420031,0.1066768,0.02662141,0.004041009,0.008163947,0.0001313281,0.0006512945,0.0008794564,0.8514147],"genre_scores_gemma":[0.0211498,0.1219886,0.03354422,0.003212753,0.002955113,0.0003269207,0.0007804771,0.0006420991,0.8154],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.060684,"threshold_uncertainty_score":0.2030082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977199882879373,"score_gpt":0.1901895524809534,"score_spread":0.1704175536521597,"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."}}