{"id":"W2005781855","doi":"10.1179/003258904225015383","title":"Experimental method for determining densification function of metal powder and its validity","year":2004,"lang":"en","type":"article","venue":"Powder Metallurgy","topic":"Powder Metallurgy Techniques and Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Compaction; Materials science; Hydrostatic equilibrium; Work (physics); Metal powder; Mechanical engineering; Process engineering; Metallurgy; Metal; Composite material; Engineering; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005268275,0.000264654,0.0004577198,0.0001567716,0.00006966786,0.00003447581,0.0001198459,0.0001410821,0.0001009179],"category_scores_gemma":[0.00005296807,0.0002615898,0.0001502147,0.0001137136,0.00003176024,0.0003134182,0.00004875548,0.00007521985,0.000007970613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005410349,"about_ca_system_score_gemma":0.00002087876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001661803,"about_ca_topic_score_gemma":0.000002973162,"domain_scores_codex":[0.9986948,0.00005758048,0.0004662157,0.0003085288,0.0001770474,0.0002958656],"domain_scores_gemma":[0.9994046,0.00007142045,0.0001139617,0.0002338076,0.00008043922,0.00009579089],"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":[0.00002986909,0.00004914937,0.000002111282,0.0001094582,0.0001324245,0.000001315885,0.0001968909,0.0006131817,0.9902034,0.00688262,0.00002249596,0.00175713],"study_design_scores_gemma":[0.0007340899,0.0001895309,0.0002368827,0.00002546958,0.000180415,0.00002972292,0.00008989993,0.003341653,0.9892887,0.002149388,0.003445697,0.0002885104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6299028,0.0009619622,0.3672895,0.00003418182,0.0005838627,0.0004687113,0.00001740522,0.0003408784,0.0004006517],"genre_scores_gemma":[0.962333,0.00005018237,0.0371426,0.00005375457,0.00008587052,0.0001833509,0.00002886564,0.00006411814,0.00005831609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3324301,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005299891065929,"score_gpt":0.3001413967989148,"score_spread":0.2500883978882555,"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."}}