{"id":"W2110278862","doi":"10.1002/adem.200300403","title":"Creep Resistant Magnesium Alloys for Powertrain Applications","year":2003,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":419,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Creep; Magnesium; Materials science; Powertrain; Metallurgy; Magnesium alloy; Silicon; Thermodynamics","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":[0.0004038601,0.000248073,0.0002909509,0.00006048239,0.0001811564,0.0001224996,0.0002920829,0.00008106075,0.0008525936],"category_scores_gemma":[0.0001277519,0.0002346817,0.00006090009,0.0001441363,0.00003975565,0.0001861836,0.00003457311,0.00004200879,0.0001473508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004991484,"about_ca_system_score_gemma":0.00003572427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001198649,"about_ca_topic_score_gemma":0.000002675511,"domain_scores_codex":[0.9984502,0.0000281946,0.0004414198,0.0004427698,0.0001477171,0.0004897313],"domain_scores_gemma":[0.9990507,0.00008896136,0.0001037146,0.0005394449,0.00009833143,0.0001188661],"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":[0.00003732492,0.00003240339,6.553669e-7,0.0001757043,0.000003015473,5.201992e-7,0.00002455359,0.001812605,0.9326723,0.06496358,0.0001010657,0.0001762435],"study_design_scores_gemma":[0.0003817709,0.00008025674,0.00006369918,0.00001212938,0.00001956442,0.000005592211,0.00003869823,0.00004824176,0.8287689,0.001181677,0.1690834,0.0003160191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373864,0.0008152081,0.3488503,0.0006602434,0.001734372,0.004369843,0.0007022488,0.001360198,0.004121212],"genre_scores_gemma":[0.893532,0.00001762449,0.1014177,0.0001059742,0.0001483783,0.003474189,0.0000443933,0.00007760361,0.001182139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561457,"threshold_uncertainty_score":0.9570041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985932430788842,"score_gpt":0.2178367917283322,"score_spread":0.2098508592975434,"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."}}