{"id":"W4414453260","doi":"10.29169/1927-5129.2025.21.17","title":"Development of an Auxetic-Based Elbow Wrap with the Aid of Resin 3D Printing","year":2025,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ball (mathematics); Auxetics; Elbow; Adhesive; 3D printing; Elasticity (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177146,0.00006220514,0.0001501393,0.0001923794,0.0001228176,0.00003217709,0.0002589482,0.00002265375,0.0000230587],"category_scores_gemma":[0.00001340572,0.00003816814,0.00001750719,0.0005642014,0.0002280137,0.00008135177,0.0000135848,0.00007607684,3.595406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000019279,"about_ca_system_score_gemma":0.0003341452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.454459e-7,"about_ca_topic_score_gemma":0.000003123919,"domain_scores_codex":[0.999133,0.00001469392,0.0004378954,0.00006139229,0.0002597158,0.00009332946],"domain_scores_gemma":[0.9994627,0.00005580792,0.0002426044,0.0000921839,0.000133837,0.00001287452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007373792,0.00002158438,0.0006529654,0.0001406473,0.00007900098,0.000001135057,0.0009393747,0.0295014,0.861031,0.01757637,0.000119934,0.08986287],"study_design_scores_gemma":[0.0003595926,0.00005382772,0.001822771,0.0001475559,0.0000209615,0.000005964899,0.001818971,0.001646875,0.9911489,0.000306536,0.002587866,0.00008012861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784247,0.00002069917,0.01583544,0.00009682781,0.0001730291,0.00006024186,5.181938e-7,0.000008819342,0.005379716],"genre_scores_gemma":[0.8940767,0.000001092862,0.1058478,0.00003601968,0.0000264727,0.000002298731,1.247735e-7,0.000002658525,0.000006823476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130118,"threshold_uncertainty_score":0.1556451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251814531660597,"score_gpt":0.2401669745800863,"score_spread":0.2276488292634803,"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."}}