{"id":"W2412502437","doi":"10.1063/1.4953336","title":"Light-trapping in perovskite solar cells","year":2016,"lang":"en","type":"article","venue":"AIP Advances","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy","keywords":"Photocurrent; Materials science; Perovskite (structure); Energy conversion efficiency; Absorption (acoustics); Solar cell; Optoelectronics; Perovskite solar cell; Solar cell efficiency; Photonic crystal; Trapping; Optics; Chemistry; Physics; Crystallography","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":[0.00006395063,0.0001078302,0.000162344,0.0001046004,0.0003019391,0.000414392,0.0003263225,0.0002290337,0.001603804],"category_scores_gemma":[0.0002866744,0.00009110283,0.0001511824,0.0001423555,0.0002558712,0.0003373903,0.0002289614,0.0002003679,0.000190006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300611,"about_ca_system_score_gemma":0.0003521612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728214,"about_ca_topic_score_gemma":0.003091568,"domain_scores_codex":[0.9999505,0.000002922521,0.000001532932,0.000006569912,0.00002758692,0.00001093589],"domain_scores_gemma":[0.9999523,0.00002034498,0.000006506648,0.000003433802,0.00001234709,0.000004924683],"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":[0.0002201545,0.0002136877,0.002373516,0.0002640366,0.00004561787,0.000531905,0.0001570129,0.3230916,0.6256943,0.02605385,0.0008095104,0.02054475],"study_design_scores_gemma":[0.0001321705,0.0002556629,0.001384107,0.00001910935,0.00002697103,0.000155692,0.00008021326,0.8219336,0.1668332,0.006332461,0.002821542,0.00002525118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679095,0.000345695,0.01105787,0.0001756442,0.00003056098,0.00002167948,0.0001324207,0.0001271661,0.0201996],"genre_scores_gemma":[0.9952083,0.0001169547,0.003239788,0.00002349022,0.000003051023,0.00001233666,0.00003175094,0.00000992317,0.001354368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728214,"threshold_uncertainty_score":0.005424678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00508990279315157,"score_gpt":0.2034504080175443,"score_spread":0.1983605052243927,"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."}}