{"id":"W2611827576","doi":"","title":"Improvement in Wear Behaviour of A390 Aluminium Alloy Using Carbon Nanotubes","year":2013,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Carbon nanotube; Aluminium; Alloy; Metallurgy; Carbon fibers; Aluminium alloy; Corrosion; Composite material; Composite number","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":[0.001195955,0.0002164,0.0003563561,0.0004115423,0.00002628641,0.00003598799,0.0003767608,0.0002069358,0.0001539547],"category_scores_gemma":[0.0001778342,0.0002149523,0.00008226485,0.0006327847,0.00002153093,0.0001157166,0.0002152285,0.0007463936,0.0000292022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823228,"about_ca_system_score_gemma":0.00003257359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00070507,"about_ca_topic_score_gemma":0.00001319352,"domain_scores_codex":[0.9976978,0.00004802201,0.0005034315,0.0002859954,0.0007007199,0.0007640627],"domain_scores_gemma":[0.9991823,0.00008851727,0.00002013144,0.0003991578,0.0001182751,0.0001915483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004160922,0.00005921284,0.00004877531,0.0002013863,0.00002323471,0.00001059988,0.00007260214,0.009429472,0.9872329,0.002050161,0.00003168564,0.0008358336],"study_design_scores_gemma":[0.0002259081,0.0001065575,0.0001100594,0.00009368844,0.000005093089,0.000002901094,0.00005779326,0.6095621,0.3892502,0.0003239875,0.00009734788,0.0001643667],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970597,0.0001633099,0.001144355,0.00002497384,0.0007715944,0.0004838794,0.000004403073,0.0001430277,0.0002047822],"genre_scores_gemma":[0.9963509,0.00005043525,0.003208431,0.000004178244,0.00007859946,0.00009680877,0.000002946745,0.00007467804,0.0001329672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6001326,"threshold_uncertainty_score":0.8765502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781602176350364,"score_gpt":0.2759863685125516,"score_spread":0.238170346749048,"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."}}