{"id":"W6999435918","doi":"","title":"Compaction of SMC powders for high saturation flux density","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Powder Metallurgy Techniques and Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pressing; Saturation (graph theory); Magnet; Compaction; Flux (metallurgy); Finite element method","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":[0.00008514037,0.00006107749,0.0001155124,0.00003419185,0.00001881445,0.000009037845,0.00003814058,0.00005050012,0.0001779177],"category_scores_gemma":[0.000009210216,0.00006054592,0.00003165493,0.00002910377,0.000009852503,0.00009444421,0.000005572775,0.00002767917,0.00000795679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003525138,"about_ca_system_score_gemma":0.000004364295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009609193,"about_ca_topic_score_gemma":0.00001102874,"domain_scores_codex":[0.9996567,0.000006965316,0.0001295076,0.00005887432,0.00005479471,0.00009315644],"domain_scores_gemma":[0.9998174,0.00001356221,0.00002635311,0.00009311699,0.00002804192,0.00002148481],"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":[0.00001185053,0.000008751558,0.000005834368,0.00004048141,0.00001358844,9.273453e-8,0.00004020585,0.0005437134,0.981748,0.003303366,0.007709376,0.006574713],"study_design_scores_gemma":[0.0001692947,0.00002481059,0.0008170041,0.00001005983,0.00001414985,0.000001774818,0.000006958113,0.004372755,0.9800034,0.003226834,0.0112774,0.00007558875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169444,0.0000127007,0.07869356,0.0001690343,0.0003028528,0.0001962274,0.00001221325,0.0002846659,0.003384325],"genre_scores_gemma":[0.9756565,0.0000106513,0.02403113,0.00002788093,0.00009743759,0.0000122035,0.0000275916,0.00001170904,0.0001249051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05871207,"threshold_uncertainty_score":0.2468991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114040975669854,"score_gpt":0.226179712638669,"score_spread":0.2147756150716836,"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."}}