{"id":"W4378447606","doi":"","title":"New triple-junction solar cell assembly process for concentrator photovoltaïc (CPV) applications","year":2023,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Triple junction; Concentrator; Process (computing); Solar cell; Materials science; Computer science; Optoelectronics; Physics; Optics; Operating system","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":[0.001833755,0.0004629301,0.0004183141,0.0002566398,0.000347484,0.0004043134,0.0009191447,0.0004964353,0.0000780164],"category_scores_gemma":[0.00031131,0.000566813,0.0002289518,0.0006475303,0.00006484683,0.0002739505,0.000267063,0.0006466255,0.0001282719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640092,"about_ca_system_score_gemma":0.0004266124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092271,"about_ca_topic_score_gemma":0.0003321335,"domain_scores_codex":[0.9972111,0.000447359,0.000669141,0.0007726859,0.0003928191,0.0005068789],"domain_scores_gemma":[0.9958015,0.0005270937,0.0003594003,0.00154027,0.001512909,0.0002588384],"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":[0.0001848191,0.001895222,0.004788348,0.01386506,0.00112714,0.000007545273,0.03069248,0.5623085,0.1232475,0.01252505,0.1064734,0.1428849],"study_design_scores_gemma":[0.0009969609,6.876917e-7,0.000277215,0.0006098689,0.0001134619,0.000002077192,0.0001417764,0.8003077,0.1665547,0.001411609,0.02889078,0.0006932041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007746796,0.0007681581,0.9768221,0.0005512366,0.0008085204,0.002375866,0.0001269536,0.001626617,0.009173737],"genre_scores_gemma":[0.6056978,0.004617151,0.336757,0.0001316105,0.0005924167,0.005782124,0.009472987,0.0009047047,0.0360442],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6400651,"threshold_uncertainty_score":0.9996783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704780695942404,"score_gpt":0.2315367937331121,"score_spread":0.2144889867736881,"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."}}