{"id":"W4385202902","doi":"10.1002/admi.202300337","title":"Glass Fiber Reinforced Acrylonitrile Butadiene Styrene Composite Gears by FDM 3D Printing","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Materials science; Composite material; Acrylonitrile butadiene styrene; Abrasion (mechanical); Fused deposition modeling; Flexural strength; Glass fiber; Lubrication; Composite number; 3D printing; Bending; 3d printed","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001510356,0.0003881227,0.0002333985,0.0004737753,0.0001244022,0.0003764225,0.0002849754,0.00040735,0.0009549231],"category_scores_gemma":[0.0002095434,0.0003052203,0.0005434453,0.0002128823,0.0002195852,0.0001449955,0.0002488286,0.000317001,0.0005062927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866234,"about_ca_system_score_gemma":0.0001461262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007745856,"about_ca_topic_score_gemma":0.001469896,"domain_scores_codex":[0.999801,0.000008955829,0.00001289687,0.00003222025,0.0001247122,0.00002037491],"domain_scores_gemma":[0.9998518,0.00003387682,0.00003919159,0.00004578894,0.00001890291,0.00001035379],"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":[0.00001656648,0.00001617559,0.0002510173,0.00006790779,0.000009755942,0.0001988559,0.00003923277,0.004603826,0.9831491,0.000325556,0.0001325174,0.01118964],"study_design_scores_gemma":[0.000007002275,0.00008063509,0.002198237,0.000008259672,0.00001111938,0.0002848736,0.000009010842,0.01612575,0.9770985,0.000106632,0.004047531,0.00002256128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544629,0.00156318,0.1321129,0.00008072981,0.0001719843,0.0001070692,0.0006959405,0.001700535,0.009104769],"genre_scores_gemma":[0.8885922,0.0006545618,0.1065952,0.00002097042,0.00001332446,0.00005472107,0.0002247922,0.000078797,0.003765359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009549231,"threshold_uncertainty_score":0.003194571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009061165474088605,"score_gpt":0.2289704151008108,"score_spread":0.2199092496267222,"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."}}