{"id":"W2046828544","doi":"10.1103/physrevb.82.085407","title":"Solid-state dewetting mechanisms of ultrathin Ni films revealed by combining<i>in situ</i>time resolved differential reflectometry monitoring and atomic force microscopy","year":2010,"lang":"en","type":"article","venue":"Physical Review B","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Dewetting; Materials science; Reflectometry; Kinetic energy; Amorphous solid; Atomic force microscopy; Nanotechnology; Analytical Chemistry (journal); Chemical physics; Molecular physics; Crystallography; Thin film; Physics; Chemistry; Time domain","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002888634,0.0002842767,0.0007342946,0.00006455526,0.00004970942,0.00003722747,0.0002332133,0.00007335065,0.00001336075],"category_scores_gemma":[0.0001064203,0.0002715914,0.0001210426,0.0002853712,0.00004968891,0.0001130634,0.00007607887,0.0005894617,0.0000163415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000242245,"about_ca_system_score_gemma":0.00001300625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001687124,"about_ca_topic_score_gemma":0.000003788938,"domain_scores_codex":[0.9985459,0.0000493406,0.0005004131,0.0003066169,0.0002106661,0.0003870437],"domain_scores_gemma":[0.9992545,0.0001553317,0.0001068296,0.0003214552,0.00003668791,0.000125255],"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":[0.000008167573,0.00005241857,0.0001516337,0.0009592747,0.00002659426,0.000002546991,0.0001006012,0.00001602199,0.997279,0.0004574897,0.0001475748,0.0007986849],"study_design_scores_gemma":[0.0008933769,0.00009410296,0.000957293,0.002871189,0.00008599641,0.000006665463,0.000006905212,0.06221062,0.9255736,0.006685863,0.0000552744,0.0005590597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946544,0.002902191,0.001432262,0.00002150335,0.000330627,0.000325513,0.00002992844,0.00009960761,0.0002039934],"genre_scores_gemma":[0.994539,0.002776931,0.002418154,0.00003324385,0.00004942258,0.00002765812,0.00002244588,0.00006360209,0.00006960883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07170533,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005380893999039057,"score_gpt":0.275887678760656,"score_spread":0.2705067847616169,"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."}}