{"id":"W2087458448","doi":"10.1179/1743284710y.0000000015","title":"Overaged metallography of alloy 909, a low coefficient of expansion superalloy","year":2011,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Superalloy; Alloy; Laves phase; Metallography; Phase (matter); Microstructure; Metallurgy; Thermal expansion; Ultimate tensile strength; Austenite; Intermetallic","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":[0.0003479222,0.0001097712,0.0002659808,0.0004510215,0.00005159678,0.00001251118,0.0002876005,0.0001168805,0.0001006405],"category_scores_gemma":[0.00003093186,0.00008862855,0.00002091638,0.0007956079,0.0007038942,0.0001095255,0.00008568336,0.00005576152,0.000002108256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007449658,"about_ca_system_score_gemma":0.00002507121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002686166,"about_ca_topic_score_gemma":0.000004273452,"domain_scores_codex":[0.9991513,0.000009824034,0.000249974,0.0001850677,0.0001768582,0.0002269614],"domain_scores_gemma":[0.9995362,0.000006961862,0.00004080463,0.0002554026,0.0001240366,0.00003658298],"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":[0.000006169189,0.00003177165,0.0003011269,0.00004635585,0.000009503076,0.00000282872,0.0002088222,0.00001049636,0.9928385,0.006213655,0.0000205142,0.0003102341],"study_design_scores_gemma":[0.0001538027,0.0001362351,0.001935645,0.00002898348,0.000009734005,0.00000881192,0.000109504,0.0000853243,0.9968992,0.0004089251,0.0001294123,0.000094458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989038,0.0001723107,0.00008229354,0.00002093594,0.0002165625,0.0001112157,0.00001046781,0.0001279113,0.0003544832],"genre_scores_gemma":[0.9988047,0.0001021596,0.001051083,0.00001051482,0.00000571373,0.00001058753,0.000001097861,0.000009061542,0.000005116166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00580473,"threshold_uncertainty_score":0.3614167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006203122679254966,"score_gpt":0.1796468385943957,"score_spread":0.1734437159151407,"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."}}