{"id":"W4400932794","doi":"","title":"Nanoscale substrate engineering for cost-effective III-V solar cells","year":2021,"lang":"en","type":"article","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":"Nanoscopic scale; Substrate (aquarium); Materials science; Nanotechnology; Biology","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":[0.00007459904,0.0002888096,0.0002983587,0.0001195507,0.0001696854,0.0007567995,0.0002824412,0.0002647033,0.001682456],"category_scores_gemma":[0.0001417374,0.0001494999,0.0001216791,0.0001728324,0.00009215132,0.0002919445,0.0002611734,0.0002441157,0.0006900115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776408,"about_ca_system_score_gemma":0.0001961164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005354196,"about_ca_topic_score_gemma":0.001880285,"domain_scores_codex":[0.9999231,0.000005207524,0.000003637387,0.00001310309,0.00004010002,0.00001484373],"domain_scores_gemma":[0.9999622,0.000007311236,0.00000808309,0.000004008256,0.0000140277,0.000004260895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003176439,0.00002858003,0.0002664083,0.0001450084,0.00001067553,0.00005606815,0.00001601468,0.006204161,0.9768152,0.001572745,0.000596193,0.01425706],"study_design_scores_gemma":[0.00002801784,0.0002626535,0.001950348,0.00002426673,0.00003098764,0.0001599016,0.0001054144,0.07786869,0.9028664,0.001484025,0.01520278,0.00001653037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9100109,0.007460693,0.04540931,0.0005114222,0.0002807367,0.0000482567,0.000424405,0.0003749008,0.03547931],"genre_scores_gemma":[0.9733375,0.002368578,0.01786153,0.00004485298,0.00003045647,0.000030034,0.0001768305,0.00008527272,0.006064897],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001682456,"threshold_uncertainty_score":0.005628407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649299657472864,"score_gpt":0.188995968290676,"score_spread":0.1823466686332032,"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."}}