{"id":"W2951889782","doi":"","title":"Reinforced aluminum structure castings for powertrain automotive applications","year":2009,"lang":"en","type":"article","venue":"","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Microstructure; Decarburization; Coating; Metallurgy; Indentation hardness; Alloy; Aluminium; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000142569,0.0002801175,0.0001958522,0.0004070101,0.0002397232,0.0003156144,0.0002865668,0.0002537859,0.002296286],"category_scores_gemma":[0.0001588278,0.0001991252,0.0002585615,0.0002300706,0.00007954615,0.00014215,0.0001492444,0.0003186068,0.001006004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660136,"about_ca_system_score_gemma":0.0002584732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376362,"about_ca_topic_score_gemma":0.006909621,"domain_scores_codex":[0.9998639,0.000009068727,0.000004842701,0.00001617175,0.00009045567,0.00001546648],"domain_scores_gemma":[0.9998991,0.00001021051,0.0000251503,0.00001359421,0.00004032489,0.00001163935],"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":[0.00002930367,0.0000244986,0.000209697,0.00007987549,0.000004664784,0.00004901039,0.00002333663,0.0006915932,0.9870375,0.0001130078,0.00009824469,0.0116393],"study_design_scores_gemma":[0.000009566852,0.0003168728,0.002984729,0.00001535485,0.00002249601,0.0001237049,0.00002603061,0.003457967,0.9819374,0.00003901231,0.01105868,0.000008199984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914048,0.003413457,0.06700321,0.00007718158,0.0001347455,0.0001512487,0.0003300072,0.00109512,0.01374693],"genre_scores_gemma":[0.9542051,0.001107865,0.0341023,0.00001751957,0.00001560566,0.00003056035,0.0002339578,0.00008726915,0.01019983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002296286,"threshold_uncertainty_score":0.007681906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006780549247438952,"score_gpt":0.2063121190657591,"score_spread":0.1995315698183202,"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."}}