{"id":"W2971296834","doi":"10.1063/1.5124200","title":"A solar concentrator based on photonic angular selectivity","year":2019,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"solar cell performance optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Concentrator; Optics; Photonics; Nonimaging optics; Acceptance angle; Physics; Photovoltaic system; Selective surface; Geometrical optics; Equivalence (formal languages); Nanophotonics; Optoelectronics; Materials science; Engineering; Mathematics","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":[0.0002424736,0.0003542296,0.0006464725,0.0005008985,0.0009596975,0.0008821019,0.001397812,0.0008251989,0.00139443],"category_scores_gemma":[0.0002915487,0.0004134075,0.0002354768,0.0006669228,0.0005864702,0.0007457148,0.0007030932,0.0005322722,0.0011907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008104047,"about_ca_system_score_gemma":0.0005254023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008193084,"about_ca_topic_score_gemma":0.001833641,"domain_scores_codex":[0.9996393,0.00002800386,0.00001336811,0.0001157798,0.0001617362,0.00004191],"domain_scores_gemma":[0.9997271,0.00004397932,0.00006160641,0.00003596214,0.0001004013,0.00003099273],"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":[0.0001167717,0.00005967166,0.0007060796,0.0001186713,0.00002977584,0.0001409105,0.00007418096,0.00202316,0.9686666,0.007243603,0.00190585,0.01891477],"study_design_scores_gemma":[0.00004824021,0.0002371131,0.001601747,0.00002077163,0.00003997694,0.0005876026,0.00002125171,0.02873496,0.9461537,0.0007870703,0.02171558,0.00005201867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6993803,0.003363314,0.2000839,0.001459113,0.0004597637,0.0003857156,0.001052396,0.003175945,0.0906395],"genre_scores_gemma":[0.8322762,0.00109992,0.1490971,0.0005609452,0.0001736471,0.0002056076,0.0004064304,0.0001946884,0.01598546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397812,"threshold_uncertainty_score":0.005879879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007229442552646782,"score_gpt":0.1914742421972833,"score_spread":0.1842447996446366,"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."}}