{"id":"W4416143822","doi":"10.1063/5.0289481","title":"Quasi-open circuit response times of single- and multi-junction InGaAs photonic power converters","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"solar cell performance optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación; Bundesministerium für Bildung und Forschung; Government of Canada; Generalitat de Catalunya; European Commission; CMC Microsystems","keywords":"Converters; Photonics; Power (physics); Electromagnetic interference; Electrical impedance; Laser; Semiconductor laser theory; Semiconductor device; Laser power scaling","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":[0.0002524677,0.00009912752,0.0002165107,0.00007663239,0.00003203842,0.00004049607,0.0001257304,0.00005484575,0.00002653747],"category_scores_gemma":[0.0000114589,0.00009927076,0.00003872825,0.0002056873,0.00003357505,0.0002303539,0.00003257613,0.000157173,0.000002884192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000085961,"about_ca_system_score_gemma":0.00004774273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000144304,"about_ca_topic_score_gemma":2.764862e-7,"domain_scores_codex":[0.9994269,0.00001513252,0.0002844663,0.0000687597,0.0001091527,0.00009559878],"domain_scores_gemma":[0.999563,0.00006590629,0.0001540477,0.0001134857,0.00007271954,0.0000307786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001511944,0.0003759487,0.0004533166,0.0002044045,0.000334848,0.000002851566,0.002769003,0.3584314,0.6219988,0.0006642725,0.0008538132,0.01239941],"study_design_scores_gemma":[0.003111314,0.0002296855,0.001683006,0.0001898888,0.0001146028,0.000007904162,0.0007382068,0.7985387,0.1929575,0.001064375,0.001119297,0.0002455481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983913,0.0001413783,0.09278071,0.00001109831,0.000377382,0.0002419243,0.00000205884,0.00003111252,0.008023058],"genre_scores_gemma":[0.9969816,0.00004845382,0.002831213,0.00003600423,0.0000213737,0.000002495065,0.000001445747,0.00001815181,0.00005929187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4401073,"threshold_uncertainty_score":0.4048144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337929827808082,"score_gpt":0.2218963724078546,"score_spread":0.2085170741297738,"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."}}