{"id":"W4388551057","doi":"10.1002/solr.202300643","title":"High‐Efficiency GaAs Solar Cells Grown on Porous Germanium Substrate with PEELER Technology","year":2023,"lang":"en","type":"article","venue":"Solar RRL","topic":"solar cell performance optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Electric (Canada); Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Institut National des Sciences Appliquées de Lyon; Centre National de la Recherche Scientifique; Fonds de recherche du Québec – Nature et technologies; Université Grenoble Alpes; Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke; Mitacs; Indian National Science Academy","keywords":"Wafer; Substrate (aquarium); Germanium; Optoelectronics; Materials science; Epitaxy; Layer (electronics); Photovoltaic system; Solar cell; Coating; Nanotechnology; Silicon; Electrical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001112445,0.0002642532,0.0003005012,0.0002663024,0.0001412941,0.0003807853,0.0004146045,0.00032016,0.0008307307],"category_scores_gemma":[0.0001463101,0.0002415007,0.000218509,0.0003135106,0.0001552301,0.000345596,0.0002648949,0.0002398176,0.0003044327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025596,"about_ca_system_score_gemma":0.0001397738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009976759,"about_ca_topic_score_gemma":0.002602845,"domain_scores_codex":[0.9998677,0.000006720149,0.00000622368,0.0000309647,0.00006515154,0.00002328033],"domain_scores_gemma":[0.9999464,0.00001363592,0.00001493491,0.00001080492,0.000008834442,0.000005460877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004256919,0.00001272056,0.000257135,0.00004551185,0.00000686034,0.00009208819,0.00002744034,0.0005765079,0.995993,0.0001410762,0.00006639388,0.002738517],"study_design_scores_gemma":[0.000009184138,0.0001353086,0.002532421,0.000004702929,0.00001125029,0.0001868587,0.00001977735,0.002349223,0.9929444,0.00003760752,0.001756293,0.00001294529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907844,0.0005197435,0.005441913,0.00002817048,0.0000114446,0.00001566856,0.0001948764,0.0001777448,0.002825952],"genre_scores_gemma":[0.9813582,0.0006674615,0.01444648,0.00001467561,0.000003824777,0.00002672528,0.0002756763,0.00003039714,0.00317655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009976759,"threshold_uncertainty_score":0.002779126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005877341011523178,"score_gpt":0.1812168692410571,"score_spread":0.1753395282295339,"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."}}