{"id":"W4212824701","doi":"10.1016/j.solmat.2022.111643","title":"Multijunction solar cell mesa isolation: Correlation between process, morphology and cell performance","year":2022,"lang":"en","type":"article","venue":"Solar Energy Materials and Solar Cells","topic":"solar cell performance optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Solar cell; Materials science; Etching (microfabrication); Surface finish; Fabrication; Scanning electron microscope; Surface roughness; Optoelectronics; Plasma etching; Plasma; Optics; Nanotechnology; Composite material; Layer (electronics)","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":[0.0004594595,0.0003581287,0.0003873308,0.0002083776,0.0006563239,0.0001391435,0.0001252778,0.0002258756,0.0004998616],"category_scores_gemma":[0.000004331765,0.0004024773,0.00004023163,0.0002295315,0.00006043273,0.0006329337,0.0001337292,0.0002826794,0.00002488718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008580684,"about_ca_system_score_gemma":0.00003207572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004802269,"about_ca_topic_score_gemma":0.000002767655,"domain_scores_codex":[0.9982072,0.0001439637,0.0005029541,0.000441407,0.0002706926,0.0004338578],"domain_scores_gemma":[0.9993524,0.00004046026,0.0001725461,0.0002634478,0.00005120901,0.0001199635],"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":[0.0001007551,0.00008151137,0.007709242,0.0006156683,0.00005388266,0.00001052692,0.00129487,0.4375296,0.5495967,0.00001626007,0.0005211369,0.002469916],"study_design_scores_gemma":[0.001251687,0.0002876053,0.002182846,0.00001870276,0.0001076984,0.00003063351,0.0002700292,0.5233724,0.4627365,0.00005493505,0.008988313,0.0006986855],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688413,0.0006266918,0.02767408,0.00001604364,0.001357269,0.0002591461,0.00007206319,0.000252794,0.0009005925],"genre_scores_gemma":[0.9946812,0.001995611,0.001995435,0.00005695919,0.0002499978,0.00008333022,0.0004605882,0.0001021966,0.0003746718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0868602,"threshold_uncertainty_score":0.9998427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005164864494560615,"score_gpt":0.1708390971205585,"score_spread":0.1656742326259979,"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."}}