{"id":"W4410441914","doi":"10.3390/designs9030062","title":"Mechanical Design of a Novel Functionally Graded Lattice Structure for Long Bone Scaffolds","year":2025,"lang":"en","type":"article","venue":"Designs","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Structural engineering; Engineering","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":[0.0001281186,0.0002383387,0.0001166207,0.000279311,0.000084195,0.000278793,0.0003731789,0.00025835,0.000430507],"category_scores_gemma":[0.0001801108,0.0001447806,0.0001536796,0.0001502049,0.0001530922,0.0001813441,0.0001477601,0.0001602616,0.0002066101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133901,"about_ca_system_score_gemma":0.0002272522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003213753,"about_ca_topic_score_gemma":0.001002971,"domain_scores_codex":[0.9998899,0.00001364204,0.00000830097,0.00002239565,0.00004751933,0.00001825015],"domain_scores_gemma":[0.9998566,0.0000161132,0.00006524712,0.00001314352,0.00002419888,0.0000247117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004132389,0.00003591559,0.0002486772,0.00007193506,0.000004511615,0.00004973411,0.0000169749,0.005116983,0.9905424,0.0005227939,0.00003805494,0.00331072],"study_design_scores_gemma":[0.0000514299,0.0009832827,0.002954019,0.00001483061,0.00003108138,0.0003172981,0.00005335607,0.06155344,0.9286857,0.0002503542,0.0050664,0.00003868244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959978,0.0004382114,0.03679048,0.00004602924,0.0000341967,0.00006268107,0.0001347754,0.0001676415,0.002347892],"genre_scores_gemma":[0.9654171,0.0001524319,0.03355902,0.00001311394,0.000006057298,0.0000554369,0.00006723467,0.00001681032,0.0007126768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000430507,"threshold_uncertainty_score":0.001548231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556635611038023,"score_gpt":0.2472975500307392,"score_spread":0.211731193920359,"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."}}