{"id":"W4220927499","doi":"10.1117/12.2613441","title":"Sub-millimeter-scale multijunction solar cells for concentrator photovoltaics (CPV)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"solar cell performance optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Electric (Canada); Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Wafer; Materials science; Photovoltaic system; Millimeter; Solar cell; Optoelectronics; Photovoltaics; Etching (microfabrication); Concentrator; Wafer dicing; Passivation; Nanotechnology; Optics; Electrical engineering; Physics; Layer (electronics); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002136611,0.0004069899,0.0003674075,0.0001570977,0.0001480581,0.0001088444,0.0002695458,0.0003737439,0.0007900724],"category_scores_gemma":[0.00001155008,0.0004686016,0.0002238296,0.0001660744,0.00002710015,0.0001578116,0.0002145859,0.0006435651,0.00004553102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195284,"about_ca_system_score_gemma":0.00006177952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003419719,"about_ca_topic_score_gemma":0.00002974457,"domain_scores_codex":[0.9983748,0.00002660135,0.0004391919,0.0004646142,0.0002624085,0.0004323458],"domain_scores_gemma":[0.9991059,0.0000593923,0.0001013956,0.0005425583,0.00008312749,0.0001075672],"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":[0.0000295762,0.00004491065,0.0003520183,0.0005996582,0.0001063084,0.000001226722,0.0002667745,0.9115139,0.07699236,0.000003240272,0.008612807,0.001477244],"study_design_scores_gemma":[0.0003923922,0.00003659481,0.00003245598,0.00001843942,0.00006078718,7.609812e-7,0.00008669674,0.7313759,0.2405159,0.00002022229,0.02704597,0.0004139145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2053035,0.0005613855,0.7703495,0.00001637458,0.01300115,0.003465799,0.0004873267,0.002001345,0.004813602],"genre_scores_gemma":[0.6909547,0.006806276,0.2870462,0.0003968548,0.001673245,0.003750013,0.005801429,0.001013802,0.002557425],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4856512,"threshold_uncertainty_score":0.9997765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165149827687049,"score_gpt":0.2100796868329377,"score_spread":0.1984281885560672,"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."}}