{"id":"W4239114024","doi":"10.1002/pen.20571","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018764,0.0009957406,0.001014887,0.002888917,0.001719159,0.004609828,0.001452787,0.001767547,0.4488035],"category_scores_gemma":[0.01052047,0.0003337738,0.0005414934,0.002372078,0.0005278576,0.003429702,0.001718158,0.002626805,0.291427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078364,"about_ca_system_score_gemma":0.002195774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482863,"about_ca_topic_score_gemma":0.002096034,"domain_scores_codex":[0.9989101,0.0001067598,0.0000976215,0.0001470076,0.0006419186,0.00009652098],"domain_scores_gemma":[0.992043,0.001504177,0.0003814523,0.000527899,0.00411937,0.0014241],"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":[0.00001011948,0.00001029234,0.00003474743,0.00009774113,0.00000105586,0.00001522348,0.00001461057,0.00001688476,0.0000820066,0.0006466428,0.9751807,0.02388989],"study_design_scores_gemma":[0.000002656888,0.000008670439,0.0001537391,0.0000896925,0.000001208849,0.00002819064,0.00001811599,0.00001400425,0.00004339199,0.0004432297,0.9991944,0.000002611987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005604248,0.01766896,0.002251253,0.05293318,0.6370466,0.0003933428,0.007033925,0.001334489,0.2807778],"genre_scores_gemma":[0.002749513,0.01678333,0.001499122,0.02063327,0.1852576,0.0002574949,0.009239397,0.001014269,0.762566],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4488035,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004856315925328833,"score_gpt":0.1830463943688591,"score_spread":0.1781900784435302,"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."}}