{"id":"W7042745980","doi":"","title":"Processing and properties of open-cell metallic foams","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Nanoporous metals and alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Powder metallurgy; Thermal; Foaming agent; Metal; Metal foam; Metal powder; Metal injection molding","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":[0.0002799688,0.00007235222,0.0001656865,0.00002040801,0.00006577472,0.000121128,0.0002384118,0.00002213082,0.0004110835],"category_scores_gemma":[0.00001420567,0.00005006413,0.00001557668,0.00005542389,0.00008449118,0.0003322267,0.0001502666,0.00002887271,0.00003567394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006232804,"about_ca_system_score_gemma":0.00004030512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001927145,"about_ca_topic_score_gemma":0.000008093767,"domain_scores_codex":[0.9993799,0.00002422054,0.0001670149,0.0001616148,0.000127204,0.0001400103],"domain_scores_gemma":[0.9997191,0.000005636678,0.00008000861,0.0001161035,0.00003893801,0.00004025655],"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":[0.000009689295,0.00005765884,0.00002381067,0.00006394392,0.000001333357,5.115419e-7,0.0002454055,0.000001713154,0.9892826,0.0003263546,0.00009533956,0.009891641],"study_design_scores_gemma":[0.0002269762,0.00003400773,0.00003237401,0.00003580184,0.0000108712,0.000003587333,0.00006703471,0.0001258023,0.9932827,0.000731125,0.00537274,0.00007700235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838559,0.001059367,0.00002945404,0.0002620234,0.00003257376,0.0001395993,0.00000141056,0.00001910684,0.01460054],"genre_scores_gemma":[0.9852629,0.00003285786,0.01236706,0.00008322586,0.00003888673,0.00001081149,2.868378e-7,0.000009037398,0.002194911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240562,"threshold_uncertainty_score":0.4501076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129976639388519,"score_gpt":0.2526843432221439,"score_spread":0.2213845768282587,"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."}}