{"id":"W3192678329","doi":"10.1080/23746149.2021.1908848","title":"Modeling of plasmonic properties of nanostructures for next generation solar cells and beyond","year":2021,"lang":"en","type":"article","venue":"Advances in Physics X","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan","keywords":"Plasmon; Plasmonic solar cell; Nanotechnology; Nanostructure; Ab initio; Density functional theory; Materials science; Photonics; Plasmonic nanoparticles; Nanoparticle; Optoelectronics; Solar cell; Physics; Chemistry; Polymer solar cell; Computational chemistry; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002526254,0.0004041529,0.0005159291,0.0001891331,0.0003279802,0.0007460961,0.0008650792,0.001408734,0.001085117],"category_scores_gemma":[0.0005252808,0.0003023824,0.0005717896,0.0002223738,0.0004772755,0.001049501,0.000403854,0.0007884082,0.0004779472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008688142,"about_ca_system_score_gemma":0.0008159995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003184733,"about_ca_topic_score_gemma":0.001730431,"domain_scores_codex":[0.9998767,0.00002589512,0.000004739241,0.00002066036,0.00005654865,0.00001536841],"domain_scores_gemma":[0.9998773,0.00005102803,0.0000122538,0.0000232268,0.00002687237,0.000009322258],"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":[0.00002225428,0.00006301492,0.0006004841,0.0002860427,0.00003378954,0.0001856807,0.0001088214,0.8437592,0.04111081,0.09780984,0.002205967,0.01381413],"study_design_scores_gemma":[0.000003629782,0.00001221884,0.0001931535,0.00001674175,0.000004416457,0.00003332533,0.00001565874,0.9735918,0.002148576,0.01835908,0.005613935,0.00000747494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1108337,0.01121773,0.8067904,0.003908857,0.0004191826,0.0001518111,0.0008495766,0.0008879769,0.0649408],"genre_scores_gemma":[0.8454908,0.009120607,0.1316888,0.0004845713,0.0001645768,0.0003290734,0.0005753483,0.0003105628,0.01183565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003184733,"threshold_uncertainty_score":0.006332397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214691789722995,"score_gpt":0.2495204123961154,"score_spread":0.2073734944988854,"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."}}