{"id":"W4289916311","doi":"","title":"Virtual Substrates Engineering for High Efficiency Multijunction Solar Cells Applications.","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Computer science; Materials science; Engineering physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001317202,0.0003742859,0.0002136136,0.0002262978,0.0002422691,0.001382504,0.0004027796,0.000382559,0.003141081],"category_scores_gemma":[0.0002044958,0.0001837121,0.0001711467,0.0002650956,0.0001731565,0.0006068338,0.000510281,0.000308578,0.0007962032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414116,"about_ca_system_score_gemma":0.0001771575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000177091,"about_ca_topic_score_gemma":0.0007221716,"domain_scores_codex":[0.9998895,0.00001006863,0.000004368916,0.00001893634,0.00005870399,0.00001839772],"domain_scores_gemma":[0.9999124,0.00001654605,0.00001446016,0.00001881228,0.00002553098,0.00001230278],"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":[0.00007051056,0.00006000853,0.0006424889,0.0002724039,0.00002622201,0.0004068652,0.00008261109,0.009896164,0.9408455,0.009233111,0.001648632,0.03681538],"study_design_scores_gemma":[0.00002099974,0.000267134,0.002210875,0.00006266639,0.00003629399,0.00100641,0.0002574834,0.06949345,0.8821246,0.004552647,0.03994511,0.00002233761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7964481,0.006071059,0.1155901,0.0004189427,0.0006893862,0.00009678891,0.00040418,0.0006946073,0.07958694],"genre_scores_gemma":[0.959093,0.001897187,0.02655988,0.00004145292,0.00002154224,0.00002806633,0.0001912382,0.00008730715,0.01208043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141081,"threshold_uncertainty_score":0.01050794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008139504061743767,"score_gpt":0.1914643718826873,"score_spread":0.1833248678209435,"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."}}