{"id":"W4281676766","doi":"10.1364/oe.459680","title":"Light management in ultra-thin photonic power converters for 1310 nm laser illumination","year":2022,"lang":"en","type":"article","venue":"Optics Express","topic":"solar cell performance optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optics; Absorptance; Planar; Finite-difference time-domain method; Optoelectronics; Thin film; Photonics; Wavelength; Laser; Nanotechnology; Physics","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":[0.0001553432,0.0001174976,0.0001045759,0.0001484952,0.00007705514,0.00003114993,0.0001570516,0.00004063009,0.0001602939],"category_scores_gemma":[0.000005228144,0.0001452508,0.0000366827,0.0001733581,0.000008197405,0.000169182,0.00003678885,0.0001308496,0.00001197595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922539,"about_ca_system_score_gemma":0.000005441294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001759899,"about_ca_topic_score_gemma":0.000001758271,"domain_scores_codex":[0.9992405,0.00001443054,0.0001877575,0.0001616949,0.0001734976,0.0002221802],"domain_scores_gemma":[0.9996905,0.00002261101,0.00002997286,0.0002049132,0.00002117212,0.00003079875],"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":[0.00002359906,0.0000512187,0.00006486384,0.00009123397,0.00003096692,0.000006705833,0.00148821,0.9861317,0.009323431,0.0003445216,0.001782312,0.00066125],"study_design_scores_gemma":[0.0008689127,0.0000359765,0.00008315841,0.00001347459,0.00001431327,0.000001764468,0.0007505609,0.9554741,0.02727525,0.00003909001,0.01523322,0.0002101439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8029122,0.000300565,0.08941602,0.0002487077,0.003669757,0.003193342,0.0000771706,0.0006678134,0.09951448],"genre_scores_gemma":[0.9838718,0.00008762758,0.01452108,0.00007657288,0.00001889629,0.0004972908,0.00008140784,0.00005588924,0.0007894787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1809596,"threshold_uncertainty_score":0.5923155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005908103656981596,"score_gpt":0.1978481616379808,"score_spread":0.1919400579809992,"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."}}