{"id":"W3088471267","doi":"10.1115/1.4048514","title":"Effect of Dynamic Chemical Etching on the Pore Structure, Permeability, and Mechanical Properties of Ti-Nb-Zr Scaffolds for Medical Applications","year":2020,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Ministry of Science and Higher Education of the Russian Federation","keywords":"Materials science; Porosity; Composite material; Compressive strength; Permeability (electromagnetism); Etching (microfabrication); Isotropic etching; Elastic modulus; Chemistry; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045498,0.0001521496,0.0003380008,0.0000950742,0.00004316021,0.00003537479,0.000307881,0.00007171703,0.000004821365],"category_scores_gemma":[0.0003995811,0.00009907061,0.00004955464,0.0001108202,0.0001271491,0.0001396972,0.00007140533,0.0001804394,1.13628e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000039559,"about_ca_system_score_gemma":0.00002863006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.617008e-7,"about_ca_topic_score_gemma":1.2938e-7,"domain_scores_codex":[0.9988304,0.00001221223,0.0003897612,0.0001339434,0.0004443519,0.0001892937],"domain_scores_gemma":[0.9993849,0.0002152941,0.00008011734,0.0001202789,0.00004923023,0.0001502148],"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":[0.00002969864,0.000005153795,0.0000037047,0.001163232,0.00002822675,0.000001349682,0.0002647354,0.0190347,0.9742094,0.0001397593,0.000005750702,0.005114238],"study_design_scores_gemma":[0.0002256114,0.0001627455,0.0001858391,0.0002198828,0.0000257251,0.00004897196,0.00002274051,0.08272997,0.9161997,0.00003668479,0.00004687308,0.00009521035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953573,0.0002397116,0.0037709,0.0002534844,0.0001206807,0.0002159406,0.000005248711,0.00003271121,0.000003995227],"genre_scores_gemma":[0.9989366,0.00002730592,0.000914018,0.00001093525,0.00008288689,0.000007786483,2.799992e-7,0.00001978296,3.828052e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06369526,"threshold_uncertainty_score":0.4039982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00696847248277363,"score_gpt":0.2137233642778452,"score_spread":0.2067548917950716,"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."}}