{"id":"W2999690702","doi":"","title":"Area downsizing effects on electrical performance and robustness of triple junction solar cells for CPV applications","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"solar cell performance optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Triple junction; Robustness (evolution); Materials science; Computer science; Optoelectronics; Automotive engineering; Electrical engineering; 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":[0.001427819,0.0003010067,0.0003804188,0.0002850478,0.0001788579,0.000116129,0.0003859491,0.0003214692,0.00001043417],"category_scores_gemma":[0.0001711418,0.0003368733,0.0001164881,0.0003511629,0.00006001987,0.0001484467,0.0001858325,0.0004720998,0.000009005189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379319,"about_ca_system_score_gemma":0.00007800395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002128791,"about_ca_topic_score_gemma":0.00001919088,"domain_scores_codex":[0.9981964,0.0003886477,0.000420996,0.0004707452,0.0002392613,0.0002839639],"domain_scores_gemma":[0.9970895,0.0007897378,0.0002590618,0.001045843,0.0007295634,0.00008629073],"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":[0.00007939887,0.0004150907,0.001990782,0.005409178,0.0002038463,3.076215e-7,0.001827634,0.7765332,0.02117225,0.001349518,0.002082503,0.1889362],"study_design_scores_gemma":[0.0005013093,0.000001725403,0.0008606928,0.0007344033,0.00005466648,0.000001443656,0.000009662388,0.8743652,0.1210446,0.00004850889,0.002104244,0.0002735574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1612582,0.0004938213,0.8311958,0.0001334486,0.0004891772,0.001718697,0.00002671764,0.0002585245,0.004425601],"genre_scores_gemma":[0.9350847,0.002429989,0.06025819,0.00001444013,0.00005867637,0.0005818778,0.0005401319,0.00009810563,0.0009339066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7738265,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007816991662706475,"score_gpt":0.1890716479337649,"score_spread":0.1812546562710585,"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."}}