{"id":"W2513170825","doi":"10.1063/1.4962116","title":"Full CPV module characterization via laser illumination of single optics","year":2016,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Morgan Solar (Canada)","funders":"","keywords":"Collimated light; Laser; Concentrator; Optics; Characterization (materials science); Laser power scaling; Computer science; Power (physics); Materials science; Physics","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":[0.0003889146,0.0004342613,0.0003316012,0.0007586491,0.0004228131,0.0005965167,0.0009578714,0.000447742,0.00312262],"category_scores_gemma":[0.0009038855,0.0002329125,0.00024419,0.0007867545,0.0002809557,0.0006450237,0.0004641124,0.0004841482,0.0006074237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006412886,"about_ca_system_score_gemma":0.0003232106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306069,"about_ca_topic_score_gemma":0.001732349,"domain_scores_codex":[0.9994894,0.00002960571,0.00002204899,0.00009630143,0.0003108998,0.00005172263],"domain_scores_gemma":[0.9991554,0.0001156128,0.000136373,0.0001664053,0.0003889774,0.0000372022],"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":[0.00007092797,0.00006178817,0.00470712,0.00008258952,0.00002499146,0.00009402211,0.0001592295,0.003451843,0.97372,0.0002920442,0.0006490861,0.01668637],"study_design_scores_gemma":[0.000006445472,0.0004224525,0.01512553,0.000009929665,0.00001760556,0.0001700664,0.00006681123,0.01438108,0.9664463,0.0001334399,0.003199473,0.00002081513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244291,0.0002533811,0.06803625,0.00005582061,0.00002189052,0.0001509346,0.001562853,0.001441682,0.004048034],"genre_scores_gemma":[0.9832506,0.0001372153,0.01360337,0.00003527297,0.000008528206,0.0001782941,0.0005690676,0.0002501745,0.001967573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00312262,"threshold_uncertainty_score":0.01044625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229213771547535,"score_gpt":0.1911892371385968,"score_spread":0.1788970994231214,"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."}}