{"id":"W2729594928","doi":"10.1007/s11082-017-1079-3","title":"Application of Mie theory and fractal models to determine the optical and surface roughness of Ag–Cu thin films","year":2017,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Deposition (geology); Thin film; Fractal; Fractal dimension; Sputter deposition; Surface roughness; Optics; Surface finish; Analytical Chemistry (journal); Molecular physics; Composite material; Nanotechnology; Sputtering; Physics; Chemistry","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":[0.0005117218,0.0001724057,0.0003059925,0.00001730028,0.000140172,0.0000577649,0.0001845309,0.0001160036,0.000003617228],"category_scores_gemma":[0.0001222797,0.0001228119,0.00003418571,0.00004862554,0.0002450044,0.0001583996,0.0001105322,0.0002092553,0.000001159889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001372874,"about_ca_system_score_gemma":0.00001742051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001869482,"about_ca_topic_score_gemma":0.00001864756,"domain_scores_codex":[0.9989716,0.00002768788,0.0002605054,0.0002198559,0.0002053687,0.0003149759],"domain_scores_gemma":[0.9990995,0.0003103785,0.00005198094,0.0003412626,0.00006189257,0.0001349732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000387234,0.000160223,0.001350979,0.0003607414,0.0001554217,0.000003379621,0.0005363328,0.01261193,0.1410219,0.7933908,0.00002042618,0.0500006],"study_design_scores_gemma":[0.0005843082,0.0003134206,0.006769587,0.00007002252,0.0000997244,0.00001021378,0.0001299622,0.9342605,0.02815508,0.02916148,0.0001595023,0.0002862341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653375,0.002241028,0.03123627,0.0001992015,0.00004131203,0.0002353477,0.000008599422,0.00002150474,0.0006792497],"genre_scores_gemma":[0.9968361,0.0005725973,0.002508241,0.00002080202,0.00001583541,0.00001172526,0.000001705593,0.00002141356,0.00001159088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9216486,"threshold_uncertainty_score":0.5008124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978019891216035,"score_gpt":0.2441666227842448,"score_spread":0.2243864238720845,"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."}}