{"id":"W2550682053","doi":"10.1007/bf03225030","title":"Particle reinforcement of cast magnesium components","year":2008,"lang":"en","type":"article","venue":"ATZ worldwide","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Husky Injection Molding Systems (Canada)","funders":"","keywords":"Silicon carbide; Engineering; Reinforcement; Magnesium; Magnesium alloy; Materials science; Mechanical engineering; Manufacturing engineering; Metallurgy; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.00004814888,0.000126278,0.0001677232,0.00004213794,0.00005300161,0.000006532494,0.0001584743,0.00002580842,0.0001488479],"category_scores_gemma":[0.000007131855,0.0001231527,0.00005009105,0.0001463793,0.00007673663,0.0001176124,0.00005473297,0.0000750294,0.0002224529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004780778,"about_ca_system_score_gemma":0.000008771924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007571725,"about_ca_topic_score_gemma":0.00001439812,"domain_scores_codex":[0.9991672,0.00001247749,0.0002790445,0.0001039129,0.0001891032,0.0002482629],"domain_scores_gemma":[0.9995704,0.0000262545,0.00002976507,0.000271713,0.00003420239,0.00006769087],"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":[0.0001076882,0.0001344646,0.09683362,0.0003364838,0.0001718768,0.0001350437,0.003596656,0.1790148,0.7087365,0.001001768,0.007284253,0.002646845],"study_design_scores_gemma":[0.001448657,0.0001814747,0.1150762,0.00008348785,0.00005859005,0.0001118998,0.0001086234,0.1551522,0.7075822,0.00006358723,0.01939742,0.0007356037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903985,0.0005721234,0.0004729458,0.00006087111,0.0002012229,0.0001220408,0.00000175879,0.0001943522,0.007976199],"genre_scores_gemma":[0.9969392,0.00003057536,0.0005940326,0.00004853965,0.00003843508,0.00001393598,0.000005396069,0.00002907952,0.002300808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386255,"threshold_uncertainty_score":0.502202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217826203629486,"score_gpt":0.1918836050903791,"score_spread":0.1701009847274305,"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."}}