{"id":"W2611678530","doi":"10.1364/oe.25.00a530","title":"Procedure to decouple reflectance and down-shifting effects in luminescent down-shifting enhanced photovoltaics","year":2017,"lang":"en","type":"article","venue":"Optics Express","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Solar cell; Materials science; Photovoltaics; Optics; Solar cell efficiency; Quantum efficiency; Optoelectronics; Transfer-matrix method (optics); Absorption (acoustics); Short circuit; Silicon; Theory of solar cells; Photovoltaic system; Physics; Voltage","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":[0.0006592156,0.0002762333,0.0003964594,0.00007217853,0.000579413,0.0006769375,0.0006143417,0.0001224107,0.00003184311],"category_scores_gemma":[0.001433486,0.0002342637,0.0000373497,0.00007840258,0.0001246226,0.0004159308,0.0003775888,0.0001675247,0.00005146426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005336086,"about_ca_system_score_gemma":0.00004927234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254286,"about_ca_topic_score_gemma":0.0002389959,"domain_scores_codex":[0.9980608,0.00006582212,0.0003762259,0.0006085427,0.0002967017,0.0005919035],"domain_scores_gemma":[0.9986062,0.0001907463,0.0002473871,0.0006964489,0.00009476582,0.0001644713],"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":[0.00008379162,0.00004954408,0.001572726,0.0003036187,0.000004108226,0.00001465991,0.00213042,0.00006732712,0.9942853,0.0002752411,0.00006109682,0.001152166],"study_design_scores_gemma":[0.0003989653,0.00009117641,0.003878101,0.0008034421,0.00001214593,0.000004284935,0.0001580593,0.002201985,0.9914839,0.0002003519,0.0003951799,0.0003724298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955124,0.0004336585,0.0003999865,0.0002010583,0.0003981226,0.0005381674,0.00000748388,0.00006339201,0.002445709],"genre_scores_gemma":[0.9892831,0.000084804,0.009955842,0.0001441437,0.0001528996,0.0001369648,0.000001213797,0.00003943241,0.0002015775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009555856,"threshold_uncertainty_score":0.9552997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898933419374134,"score_gpt":0.273709702708102,"score_spread":0.2547203685143606,"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."}}