{"id":"W4417245949","doi":"","title":"Local and global mechanical properties of lattice materials for orthopaedic implants","year":2018,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Lattice (music); Materials testing; Crystal structure; Material properties","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":[0.00079794,0.0001005648,0.0001461549,0.00002564425,0.00009091703,0.00005212937,0.0001941418,0.00006340309,0.00003511601],"category_scores_gemma":[0.0001226064,0.00009203898,0.00003799915,0.00009036597,0.0001496278,0.00005484215,0.00009486846,0.0000412648,0.00000375613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347063,"about_ca_system_score_gemma":0.00002200705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177442,"about_ca_topic_score_gemma":0.000378721,"domain_scores_codex":[0.9991004,0.0002741449,0.0001966199,0.00015156,0.0001255927,0.0001516554],"domain_scores_gemma":[0.9990287,0.00009770437,0.00004422586,0.0003112585,0.0004579542,0.00006015594],"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":[0.00006805127,0.00007365375,0.0002885192,0.000363173,0.0000883516,0.000001166529,0.001795814,0.00002046049,0.8779144,0.07680511,0.0003843754,0.04219688],"study_design_scores_gemma":[0.0003216036,8.857657e-7,0.0007462109,0.0001999617,0.00002064248,0.00001955338,0.00004315424,0.009732737,0.9859489,0.001177676,0.001675352,0.0001133476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8482606,0.0004940226,0.1479076,0.0002063075,0.0001283959,0.0001625488,0.00005361994,0.00009719039,0.002689639],"genre_scores_gemma":[0.9941772,0.00004652181,0.005604276,0.00001520035,0.000015142,0.000009874903,0.00002167015,0.00001267734,0.0000974422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1459165,"threshold_uncertainty_score":0.3753241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878851705892183,"score_gpt":0.2008882490630197,"score_spread":0.1920997320040979,"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."}}