{"id":"W4404356545","doi":"10.1016/j.mtcomm.2024.110991","title":"Exploring the mechanical and electronic properties of skeletal and blocky carbides in DZ125 superalloy through first-principles and experiments","year":2024,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Materials science; Superalloy; Carbide; Metallurgy; Composite material; Microstructure","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":[0.000196055,0.0001168718,0.0001698533,0.00003669741,0.0001112071,0.0001224826,0.0001945734,0.00004281196,0.00001015003],"category_scores_gemma":[0.00001515428,0.00008367908,0.00001384514,0.00007583285,0.0001127528,0.0002118681,0.0002362628,0.0001358641,9.739259e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002155588,"about_ca_system_score_gemma":0.00001277331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002516907,"about_ca_topic_score_gemma":0.0003633308,"domain_scores_codex":[0.999367,0.00006069755,0.0002310148,0.0001192698,0.00006553585,0.0001564739],"domain_scores_gemma":[0.9994882,0.00006458439,0.00001116493,0.0004022982,0.00001286525,0.00002093554],"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":[0.000006761956,0.00002213956,0.00006970325,0.0002476097,0.00007263133,0.000001210415,0.007026989,0.0000813103,0.9384302,0.05376809,0.00001982569,0.0002535184],"study_design_scores_gemma":[0.0005176851,0.0001206096,0.004551705,0.000976142,0.00008443424,0.00005085591,0.002437284,0.00762623,0.9531977,0.001676921,0.02824544,0.0005149709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779791,0.02088016,0.000006591821,0.0006826274,0.00007700557,0.0001762963,0.000009445811,0.00007365261,0.0001151388],"genre_scores_gemma":[0.9835163,0.01592854,0.0003039541,0.00001157807,0.00002101462,0.0001751128,0.000005344572,0.00002178184,0.00001638557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209117,"threshold_uncertainty_score":0.3412334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0701514182620356,"score_gpt":0.2449758670130863,"score_spread":0.1748244487510507,"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."}}