{"id":"W4413611948","doi":"10.1007/s12221-025-01137-2","title":"Electrical and Draping Performance of 3D-Printed Conductive Composites Integrated with Textile Fabric","year":2025,"lang":"en","type":"article","venue":"Fibers and Polymers","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Materials science; Composite material; Electrical conductor; Textile; 3d printed; Electrically conductive; Manufacturing engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002700889,0.0001073602,0.0001495418,0.0001377334,0.00005383085,0.00001350688,0.00005445563,0.00005262429,0.00001180784],"category_scores_gemma":[0.000009310227,0.00008595744,0.00001086253,0.0001910403,0.0001641661,0.00004468152,0.00003274344,0.0001570908,4.780655e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001408945,"about_ca_system_score_gemma":0.000009539159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003680277,"about_ca_topic_score_gemma":0.000001960475,"domain_scores_codex":[0.9996138,0.000007675529,0.00009089457,0.0001164891,0.00003810973,0.0001330565],"domain_scores_gemma":[0.9997993,0.00006610918,0.00002131011,0.00007699824,0.0000169955,0.00001935909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003246955,0.00005382584,0.04204821,0.0007830721,0.0009700794,0.00001028624,0.002182715,0.00211394,0.06145472,0.002388225,0.001410734,0.8862595],"study_design_scores_gemma":[0.0007442461,0.0003089711,0.04427946,0.0004415666,0.00007055097,0.00001720212,0.0009769736,0.04715477,0.9036203,0.00008924025,0.001923111,0.0003736145],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953878,0.0008859677,0.0007739385,0.00003759839,0.00003228736,0.0000627847,0.00000604287,0.0001986387,0.00261494],"genre_scores_gemma":[0.998336,0.0001460598,0.001315917,0.00001428339,0.000002948736,0.000004427546,0.000004466837,0.000007614485,0.0001682846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8858859,"threshold_uncertainty_score":0.3505242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004801672336398765,"score_gpt":0.1914016928853504,"score_spread":0.1866000205489516,"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."}}