{"id":"W4414080969","doi":"10.1016/j.jallcom.2025.183580","title":"Morphology evolution of plate-like precipitates in a polycrystalline Ni-based superalloy","year":2025,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleation; Transmission electron microscopy; Crystallite; Precipitation; Dissolution; Electron backscatter diffraction; Diffusion; Scanning electron microscope; Dislocation; Dendrite (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006223295,0.0001517878,0.0001634052,0.0001811153,0.0001135201,0.0002268177,0.0002687712,0.0001593319,0.0002992757],"category_scores_gemma":[0.0001353968,0.0001724324,0.0001300016,0.0001573929,0.0002308745,0.0001515672,0.00009788084,0.0001562186,0.00007893553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214747,"about_ca_system_score_gemma":0.0001832385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650321,"about_ca_topic_score_gemma":0.002150969,"domain_scores_codex":[0.9999347,0.000002912689,0.000003989544,0.00002003498,0.00003031484,0.000008108097],"domain_scores_gemma":[0.9998975,0.00001475034,0.00003113628,0.000009351205,0.00003193569,0.00001531223],"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":[0.00003803569,0.000002621691,0.0005897464,0.00001653616,0.000002367794,0.0001050905,0.00002899913,0.0002121028,0.9984956,0.00002545788,0.000004534639,0.0004788625],"study_design_scores_gemma":[0.0000118585,0.0002599256,0.04657884,0.000004006476,0.00001657934,0.0003938061,0.0001320847,0.007004596,0.9448098,0.00005413036,0.0007248723,0.000009611532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983058,0.0001019445,0.00119417,0.000005596545,0.000002030037,0.000007578678,0.00005324885,0.00002257599,0.0003070274],"genre_scores_gemma":[0.9976604,0.00006301586,0.001615331,0.000003703234,0.000001216726,0.000007476901,0.0001183511,0.000008813287,0.0005217541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001650321,"threshold_uncertainty_score":0.003281474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003807784185209285,"score_gpt":0.1997331701075602,"score_spread":0.195925385922351,"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."}}