{"id":"W7024068008","doi":"","title":"Processing and Properties of Iron-Based Metallic Foams","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compressive strength; Porosity; Microstructure; Powder metallurgy; Foaming agent; Aluminium; Yield (engineering); Metal foam","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001522341,0.0001700528,0.000192673,0.0003393856,0.00023041,0.0001846814,0.0001413245,0.0002623246,0.0007500612],"category_scores_gemma":[0.0003285448,0.0001100821,0.0001659277,0.0001972732,0.0001815643,0.0001890581,0.0001150219,0.0001589644,0.0001919938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839985,"about_ca_system_score_gemma":0.0000870622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006722916,"about_ca_topic_score_gemma":0.0008917515,"domain_scores_codex":[0.9998498,0.00001303905,0.000007712262,0.00002207977,0.00008018532,0.00002706635],"domain_scores_gemma":[0.9998832,0.00002399591,0.00002063733,0.000007852113,0.00005182578,0.00001244541],"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":[0.00005745726,0.000008621232,0.0002680179,0.00002622634,0.000002316161,0.00006690741,0.00002470608,0.0002559716,0.996605,0.00004775601,0.00002018554,0.002616752],"study_design_scores_gemma":[0.000004833029,0.0001635301,0.004378559,0.000004718381,0.000006336173,0.0001851466,0.00001734295,0.00123349,0.9929155,0.00004916999,0.001036569,0.000004754426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939317,0.0007487239,0.003798865,0.00002526184,0.000008081541,0.00001374727,0.0001375168,0.00004412496,0.001292134],"genre_scores_gemma":[0.9963298,0.0001591836,0.002360748,0.000007967525,0.000003861661,0.000007375575,0.0002257039,0.00001403553,0.0008911001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007500612,"threshold_uncertainty_score":0.002509236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147211999433062,"score_gpt":0.2072074610631586,"score_spread":0.195735341068828,"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."}}