{"id":"W3047184752","doi":"10.1016/j.solmat.2020.110641","title":"Direct growth of GaAs solar cells on Si substrate via mesoporous Si buffer","year":2020,"lang":"en","type":"article","venue":"Solar Energy Materials and Solar Cells","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Heterojunction; Optoelectronics; Epitaxy; Solar cell; Silicon; Substrate (aquarium); Scanning electron microscope; Porous silicon; Dislocation; Layer (electronics); Energy conversion efficiency; Nanotechnology; Composite material","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":[0.00004229135,0.000182459,0.000185366,0.0001118527,0.0001236076,0.0002255264,0.0002293783,0.0001751527,0.001068855],"category_scores_gemma":[0.00008197059,0.00016181,0.0001169825,0.0001292817,0.0000699447,0.0002023643,0.0001243284,0.0001689583,0.0002363777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665762,"about_ca_system_score_gemma":0.0001935382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724135,"about_ca_topic_score_gemma":0.006117233,"domain_scores_codex":[0.9999673,0.000001488173,0.000002566239,0.00001100511,0.000008974823,0.000008550664],"domain_scores_gemma":[0.9999688,0.000009204094,0.000006682392,0.000004543621,0.000005396131,0.000005397562],"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":[0.00004472707,0.000005097483,0.0001165829,0.00003355664,0.000002989673,0.00003781362,0.00001277765,0.0000859205,0.9987783,0.00008269477,0.00005386981,0.0007456187],"study_design_scores_gemma":[0.000007167832,0.00005770679,0.001034391,0.000003375109,0.000005564434,0.0000382921,0.0000174153,0.0009641566,0.9972687,0.00002474567,0.0005761358,0.00000233228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952984,0.0005272612,0.0006156092,0.00005591328,0.00003274217,0.00001095642,0.0003690745,0.00005941452,0.003030678],"genre_scores_gemma":[0.9966224,0.0003735632,0.001043425,0.000009707518,0.000007322254,0.000006836185,0.0001791791,0.00001216435,0.001745246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724135,"threshold_uncertainty_score":0.003575683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007678363549489186,"score_gpt":0.1754102789502,"score_spread":0.1677319154007108,"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."}}