{"id":"W245471495","doi":"10.1007/s11468-015-9957-7","title":"Modeling and Characterization of Antireflection Coatings with Embedded Silver Nanoparticles for Silicon Solar Cells","year":2015,"lang":"en","type":"article","venue":"Plasmonics","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Provincia Autonoma di Trento; Fondazione Bruno Kessler","keywords":"Materials science; Plasmon; Wafer; Solar cell; Crystalline silicon; Nanoparticle; Silicon; Finite-difference time-domain method; Plasmonic solar cell; Optoelectronics; Optics; Nanotechnology; Polymer solar cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546266,0.0004148927,0.0003690279,0.0001835545,0.0002187581,0.0005709477,0.0007817553,0.0006945573,0.0007204328],"category_scores_gemma":[0.0004182409,0.0003108327,0.0004459994,0.0001910524,0.0001920749,0.0005026232,0.0001568012,0.000231141,0.000274784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007101562,"about_ca_system_score_gemma":0.0005851837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007945944,"about_ca_topic_score_gemma":0.007829993,"domain_scores_codex":[0.9998697,0.00001357563,0.000004124688,0.00002106734,0.00006898609,0.0000224541],"domain_scores_gemma":[0.9998381,0.00005366292,0.0000244749,0.00002074675,0.00005561286,0.000007412538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009703254,0.0001456949,0.001876829,0.0001340718,0.00007038436,0.000231359,0.00008210775,0.7082798,0.2759817,0.001424467,0.0007903484,0.01088625],"study_design_scores_gemma":[0.000006728526,0.00004366254,0.0004755234,0.000003286626,0.00001223518,0.00002106282,0.00001317683,0.9623902,0.03643898,0.0001356163,0.0004540721,0.000005378874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024427,0.0007794018,0.08065046,0.0002615935,0.00005703424,0.00006513851,0.0002444277,0.000510863,0.01498844],"genre_scores_gemma":[0.990835,0.0002209668,0.006234681,0.00002608405,0.000007255869,0.000021125,0.00007440511,0.00004344617,0.002537092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007945944,"threshold_uncertainty_score":0.0157994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959533673309743,"score_gpt":0.2107863731118965,"score_spread":0.191191036378799,"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."}}