{"id":"W4289812350","doi":"","title":"Thermal behaviors of InGaP and GaAs Solar Cell Parameters for Thermal/CPV Solar Energy Systems","year":2016,"lang":"en","type":"preprint","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":"Thermal; Solar cell; Materials science; Optoelectronics; Gallium arsenide; Solar energy; Physics; Electrical engineering; Engineering; Meteorology","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":[0.0001430697,0.0002728702,0.000297369,0.0002988059,0.0003714655,0.0004812227,0.0003118327,0.0003661357,0.004409422],"category_scores_gemma":[0.0005498876,0.0001422753,0.0002571572,0.0005232567,0.0002278788,0.000468734,0.0001868224,0.0002919741,0.0005853298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006861293,"about_ca_system_score_gemma":0.0002829444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005651161,"about_ca_topic_score_gemma":0.009748911,"domain_scores_codex":[0.9998317,0.0000150326,0.000007730355,0.00004733435,0.00005924003,0.0000389715],"domain_scores_gemma":[0.9997204,0.0001057558,0.00002234186,0.00002983909,0.000109054,0.0000127141],"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":[0.001785693,0.0001097732,0.01499478,0.0004248601,0.0001207306,0.0003650374,0.0006531267,0.1248757,0.8224139,0.00116388,0.004156486,0.02893612],"study_design_scores_gemma":[0.00002194743,0.0005176204,0.03737618,0.00003714267,0.00007255874,0.0002041964,0.0004918202,0.1340311,0.8232027,0.0004933984,0.003495089,0.00005622363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911669,0.0004954425,0.001373033,0.0001139194,0.0000186803,0.00001042685,0.001029127,0.0001611115,0.005631463],"genre_scores_gemma":[0.9979097,0.00008206552,0.0002043001,0.00001158758,0.000003031366,0.000006779445,0.0002788888,0.00005186777,0.001451746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005651161,"threshold_uncertainty_score":0.01475102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009639828121846373,"score_gpt":0.1921476999636589,"score_spread":0.1825078718418126,"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."}}