{"id":"W4318465523","doi":"10.1016/j.jallcom.2023.169081","title":"Direct laser writing in YAG single crystal: Evolution from amorphization to nanograting formation and phase transformation","year":2023,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; Russian Foundation for Basic Research","keywords":"Materials science; Femtosecond; Laser; Phase (matter); Optics; Optoelectronics; Amorphous solid; Birefringence; Crystal (programming language); Transmission electron microscopy; Crystallography; Nanotechnology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007758869,0.000112731,0.0001738835,0.0001148267,0.0002784488,0.0004520934,0.0002536362,0.0002426366,0.00145699],"category_scores_gemma":[0.0003145477,0.0002093263,0.00008114751,0.0001713111,0.0003090594,0.0003464202,0.0001519838,0.0003944068,0.000269044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488726,"about_ca_system_score_gemma":0.0003643604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000983314,"about_ca_topic_score_gemma":0.002532252,"domain_scores_codex":[0.9999329,0.000003709748,0.000003277055,0.00001913769,0.00002869074,0.00001235373],"domain_scores_gemma":[0.9998024,0.00008596653,0.00004218312,0.00002365846,0.00002901715,0.00001681256],"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":[0.00003559609,0.00001234328,0.0002787267,0.00003458538,0.000001775659,0.00005621707,0.00006095971,0.0001466344,0.9961776,0.000292661,0.00008412688,0.002818708],"study_design_scores_gemma":[0.00000722013,0.00003577554,0.001486867,0.000002213678,0.000002080824,0.00006893095,0.00002783957,0.002194704,0.9954631,0.00007981936,0.0006283397,0.000003096482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945229,0.0005232603,0.00185357,0.00008619182,0.00002256787,0.00001042697,0.00009135649,0.000102637,0.002787127],"genre_scores_gemma":[0.9951504,0.0001881625,0.001800878,0.00001836179,0.000006519141,0.000006638287,0.0000440442,0.0000359847,0.002749011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145699,"threshold_uncertainty_score":0.004874051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135600408673585,"score_gpt":0.2366975249731725,"score_spread":0.223137484105814,"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."}}