{"id":"W2166758502","doi":"10.1364/oe.17.011944","title":"Nanoparticle Plasmonics for 2D-Photovoltaics: Mechanisms, Optimization, and Limits","year":2009,"lang":"en","type":"article","venue":"Optics Express","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation Chalmers; Energimyndigheten","keywords":"Materials science; Plasmon; Plasmonic solar cell; Absorption (acoustics); Photovoltaics; Optoelectronics; Surface plasmon resonance; Plasmonic nanoparticles; Dielectric; Nanoparticle; Surface plasmon; Photovoltaic system; Optics; Molar absorptivity; Organic solar cell; Solar cell; Surface plasmon polariton; Nanotechnology; Polymer solar cell; Composite material; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001654299,0.0001714254,0.0001886426,0.00006231343,0.0001222135,0.0001114498,0.0001679398,0.0001259952,0.00001648423],"category_scores_gemma":[0.00006861129,0.0001796868,0.00003745258,0.0001152516,0.00002947453,0.0001709673,0.00002358959,0.0001333388,0.000009059993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003311324,"about_ca_system_score_gemma":0.00002172077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001314101,"about_ca_topic_score_gemma":0.000001939488,"domain_scores_codex":[0.9989358,0.00001188907,0.0002110771,0.0002140013,0.000193514,0.0004336775],"domain_scores_gemma":[0.9993581,0.0001410883,0.00002180858,0.0002195846,0.00008864162,0.000170822],"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":[0.00002832659,0.00004252122,0.00001752723,0.00004656333,0.0000274471,0.000005928434,0.0001802182,0.8666934,0.1230552,0.007671914,0.001650207,0.0005807743],"study_design_scores_gemma":[0.0004837165,0.00009118558,0.00001316247,0.00001691194,0.00001271067,0.00000488765,0.00007044151,0.8221126,0.1737077,0.001368904,0.001931372,0.000186377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5601981,0.0007430166,0.4337846,0.0002809242,0.0003251799,0.0007952389,0.0001025826,0.0005147382,0.003255609],"genre_scores_gemma":[0.6107168,0.0006439934,0.3879652,0.00008594595,0.00001157608,0.00005240307,0.00002351489,0.00004470691,0.0004559083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05065256,"threshold_uncertainty_score":0.7327415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645673130917416,"score_gpt":0.2396197236036182,"score_spread":0.2231629922944441,"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."}}