{"id":"W4404636250","doi":"10.1016/j.vacuum.2024.113860","title":"Assessing the assumption of non-Reliance of concentration-dependent interdiffusion coefficient on maximum component concentration","year":2024,"lang":"en","type":"article","venue":"Vacuum","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Component (thermodynamics); Materials science; Chemistry; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001615722,0.0001255335,0.0001637545,0.00004403263,0.00004063237,0.00007220486,0.0001098414,0.00005962324,0.00005052835],"category_scores_gemma":[0.00001037747,0.00009794402,0.00004230604,0.0001364883,0.00004844275,0.0002355161,0.00002534356,0.00009512249,0.00001137126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009590897,"about_ca_system_score_gemma":0.00001768092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003747922,"about_ca_topic_score_gemma":4.230523e-7,"domain_scores_codex":[0.9990715,0.00003469735,0.0004061758,0.0001449481,0.0002196618,0.0001230562],"domain_scores_gemma":[0.9995618,0.00006846145,0.00009889204,0.0001855041,0.00006260895,0.00002269774],"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":[0.000007986574,0.00003084101,0.0000326479,0.0001925104,0.00001291227,0.000001211961,0.000321995,0.007476747,0.9872166,0.0005984517,0.0001061249,0.004001999],"study_design_scores_gemma":[0.0001200096,0.00004458463,0.002526125,0.0005298792,0.0000126079,0.000001589012,0.00005454838,0.1103137,0.8858185,0.0001673868,0.0003210958,0.00008992388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7032661,0.0001244532,0.2948048,0.00007808581,0.0009630378,0.0002850055,0.00002823479,0.0002056664,0.0002445328],"genre_scores_gemma":[0.9988964,0.0002019713,0.0006909609,0.00002314919,0.00006408407,0.00002246444,0.00006082989,0.00002487272,0.00001531454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2956302,"threshold_uncertainty_score":0.3994041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356027181622977,"score_gpt":0.2847293428913507,"score_spread":0.2711690710751209,"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."}}