{"id":"W7071502686","doi":"","title":"Titanium Foams based on a Powder Metallurgy Approach","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Powder metallurgy; Titanium; Titanium powder; Titanium hydride; Titanium alloy","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":[0.00002238729,0.0001062581,0.0001057067,0.00004955143,0.00004603911,0.00001006899,0.00009652846,0.00004550168,0.0004551088],"category_scores_gemma":[0.000002265413,0.00009530883,0.00007017286,0.00008678691,0.0000191966,0.0000241312,0.000008942894,0.0001076518,0.00006060096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000196525,"about_ca_system_score_gemma":0.00000723452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002279693,"about_ca_topic_score_gemma":4.777939e-7,"domain_scores_codex":[0.9995084,0.00001026654,0.00007545392,0.0001131911,0.0001390834,0.00015364],"domain_scores_gemma":[0.9997211,0.00001256597,0.000006479459,0.0002006151,0.000009118761,0.00005013591],"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":[0.00009069689,0.0002094013,0.0003388953,0.0001750385,0.0002382056,0.0001853359,0.0006573769,0.2427267,0.6976368,0.01070403,0.03561563,0.01142191],"study_design_scores_gemma":[0.00087437,0.00009599743,0.002624132,0.00001171882,0.00003547901,0.0000931185,0.0000253149,0.8665478,0.08591431,0.001064821,0.04216175,0.0005512175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09478649,0.00009751156,0.03430118,0.00004711917,0.0002708623,0.0001168615,0.000004323389,0.0003858896,0.8699898],"genre_scores_gemma":[0.9944326,0.000004577313,0.004941517,0.0001069504,0.00008186835,0.000008256559,0.00001482083,0.00002458512,0.0003847722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8996462,"threshold_uncertainty_score":0.4983122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009013716427329396,"score_gpt":0.1737960720646967,"score_spread":0.1647823556373673,"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."}}