{"id":"W4214820501","doi":"10.1088/1361-6528/ac5a83","title":"Formation of Au, Pt, and bimetallic Au–Pt nanostructures from thermal dewetting of single-layer or bilayer thin films","year":2022,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Dewetting; Materials science; Bilayer; Thin film; Bimetallic strip; Nanotechnology; Void (composites); Layer (electronics); Chemical engineering; Composite material; Metal; Metallurgy; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333846,0.0001534502,0.0002819023,0.0002434528,0.00009560473,0.000007500216,0.0002451724,0.000226206,0.0001833604],"category_scores_gemma":[0.00006235856,0.0001332711,0.0000522407,0.0002814333,0.0000921246,0.0000958926,0.0002103905,0.0002807597,0.000001791299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006923886,"about_ca_system_score_gemma":0.0000323377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507315,"about_ca_topic_score_gemma":0.0001343368,"domain_scores_codex":[0.9990495,0.00002925769,0.0003618743,0.0001650526,0.0001573269,0.0002370051],"domain_scores_gemma":[0.9994754,0.00007856987,0.0001195803,0.0002769107,0.00002675804,0.00002284047],"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":[0.0000274471,0.00002091886,0.0004125726,0.00005247231,0.00005145035,0.000005025609,0.000833887,0.01262573,0.9764904,0.001376295,0.00005514701,0.008048641],"study_design_scores_gemma":[0.0005751422,0.0002217661,0.0007295829,0.00002483626,0.00003813842,0.00003391664,0.0004217995,0.1797629,0.8153517,0.001502042,0.001121241,0.0002168418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971888,0.0005070897,0.001247315,0.00009221566,0.0003916279,0.0001433973,0.00009476351,0.0001686108,0.000166185],"genre_scores_gemma":[0.9967456,0.00002028991,0.003080052,0.00002826072,0.00001687703,0.00001627901,0.00002723628,0.00003124913,0.00003410058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671372,"threshold_uncertainty_score":0.5434639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194632325716591,"score_gpt":0.1958693289325226,"score_spread":0.1839230056753567,"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."}}