{"id":"W2263098969","doi":"10.1016/j.jallcom.2016.01.222","title":"In-situ laser ultrasonic grain size measurement in superalloy INCONEL 718","year":2016,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Superalloy; Inconel; Materials science; Grain size; Microstructure; Metallurgy; Solvus; Recrystallization (geology); Grain boundary; Grain growth; Geology","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":[0.0006626089,0.0001762205,0.0003432437,0.0001534137,0.00002460475,0.0000506573,0.0001681506,0.00009662851,0.00004736356],"category_scores_gemma":[0.0000566429,0.0001178836,0.00008214797,0.0001503743,0.00003412565,0.0003156077,0.00001923654,0.0002793118,0.000005243558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904934,"about_ca_system_score_gemma":0.00004984744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001557274,"about_ca_topic_score_gemma":0.0006306714,"domain_scores_codex":[0.9987241,0.0000482846,0.0004980579,0.0001165621,0.0003358183,0.0002771602],"domain_scores_gemma":[0.9995033,0.00009510804,0.00007217014,0.0001192358,0.00008624525,0.0001239369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001128444,0.0001805001,0.02181635,0.00006117085,0.0001457392,0.0003295075,0.0006883352,0.0002830311,0.9645127,0.001102764,0.008716414,0.002050649],"study_design_scores_gemma":[0.02022598,0.001319462,0.7566995,0.002621859,0.0001109412,0.001110193,0.0007811207,0.0003075608,0.05588521,0.00813588,0.1509984,0.00180393],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950804,0.00131228,0.00009231814,0.001363143,0.000386981,0.0000621867,0.00000160322,0.00001655859,0.001684604],"genre_scores_gemma":[0.9983022,0.0009508368,0.0002478545,0.0001688096,0.0001744514,0.000003038645,1.901298e-7,0.0000226647,0.0001299683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9086275,"threshold_uncertainty_score":0.4807152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809694747709135,"score_gpt":0.1958545825307727,"score_spread":0.1877576350536814,"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."}}