{"id":"W4388530780","doi":"10.3390/photonics10111243","title":"Onset of Quantum-Confined Stark Effects in Multijunction Photovoltaic Laser Power Converters Designed with Thin Subcells","year":2023,"lang":"en","type":"article","venue":"Photonics","topic":"solar cell performance optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Broadcom (Canada)","funders":"","keywords":"Materials science; Photocurrent; Optoelectronics; Laser; Breakdown voltage; Voltage; Optics; Electrical engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002388595,0.0001812156,0.0002370148,0.0002516364,0.0000271826,0.00001608921,0.000095569,0.0001029454,0.00006840254],"category_scores_gemma":[0.00003329731,0.0001752289,0.00003762497,0.0007097883,0.00003417783,0.0001636523,0.00001472163,0.0001617382,0.00008156349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011945,"about_ca_system_score_gemma":0.00003918082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101599,"about_ca_topic_score_gemma":0.0001099796,"domain_scores_codex":[0.9990661,0.00003475106,0.0002453444,0.0001790062,0.0001907261,0.0002840474],"domain_scores_gemma":[0.9994646,0.0001383882,0.00005437405,0.0002485031,0.00004396474,0.00005014606],"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":[0.0004556602,0.00006809706,0.01261848,0.0005208535,0.00007572002,0.00004012564,0.002196812,0.8537343,0.1291691,0.00001261712,0.0009706477,0.0001376211],"study_design_scores_gemma":[0.001261243,0.0001250125,0.00527958,0.00008147817,0.00001516964,0.000002554201,0.0001394394,0.8608353,0.1319852,0.00001346284,0.00008337974,0.0001782649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931527,0.0000429759,0.0053338,0.000004126805,0.0003623224,0.0005344779,0.000008944598,0.0003212723,0.0002393886],"genre_scores_gemma":[0.9973108,0.0001045331,0.00232229,0.0000248772,0.000003172169,0.00005662075,0.00006637003,0.00005972838,0.00005156577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007338903,"threshold_uncertainty_score":0.7145628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005783218944329328,"score_gpt":0.1894147958872014,"score_spread":0.1836315769428721,"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."}}