{"id":"W2891604344","doi":"10.1063/1.5053536","title":"Dense array CPV receivers: Impact of the cooling device on the net PV output for different illumination profiles","year":2018,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"solar cell performance optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Coolant; Materials science; Temperature measurement; Flow (mathematics); Volumetric flow rate; Water cooling; Optoelectronics; Acoustics; Optics; Mechanics; Mechanical engineering; Physics; Engineering","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":[0.0003212515,0.0004317323,0.0003254479,0.0001429515,0.0001384724,0.0005072093,0.0004111169,0.0003606215,0.0009215609],"category_scores_gemma":[0.0007440204,0.0001781423,0.0001532397,0.0002324573,0.0002734608,0.0004081544,0.0003101155,0.0003767842,0.000205815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348048,"about_ca_system_score_gemma":0.0001790517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523741,"about_ca_topic_score_gemma":0.0006825019,"domain_scores_codex":[0.9997686,0.0000315401,0.00001015253,0.00006864135,0.00006946048,0.00005160432],"domain_scores_gemma":[0.9995308,0.0001965685,0.00008657479,0.0000654047,0.00009698496,0.00002366056],"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":[0.0003885956,0.00005279975,0.0007191491,0.00006741268,0.00001679033,0.00005174011,0.00007216637,0.006984239,0.9838393,0.0002003131,0.0001569877,0.007450544],"study_design_scores_gemma":[0.00001208158,0.0002634527,0.001886255,0.00000589147,0.00001420808,0.00003329263,0.00002293244,0.01220104,0.9850905,0.00003939104,0.0004239365,0.000006943437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877501,0.0001926237,0.01069591,0.00004154109,0.00001789242,0.0000103558,0.0001109003,0.0001650635,0.001015736],"genre_scores_gemma":[0.996942,0.00007626343,0.002341672,0.00001243986,0.000004215124,0.00000916399,0.00004057712,0.00003901207,0.0005347108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009215609,"threshold_uncertainty_score":0.003082871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584712949685223,"score_gpt":0.2447431046761071,"score_spread":0.2188959751792549,"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."}}