{"id":"W2889885442","doi":"10.1016/j.solmat.2018.08.023","title":"Simulation of through-cell vias contacts under non-uniform concentrated light profiles","year":2018,"lang":"en","type":"article","venue":"Solar Energy Materials and Solar Cells","topic":"solar cell performance optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique","keywords":"Resistive touchscreen; Materials science; Photovoltaics; Optoelectronics; Grid cell; Solar cell; Degradation (telecommunications); Robustness (evolution); Grid; Composite material; Photovoltaic system; Nanotechnology; Computer science; Electrical engineering; Chemistry; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001585792,0.0002588099,0.0003433719,0.00006952397,0.0001185122,0.00009413,0.0001097079,0.0002305305,0.0003148128],"category_scores_gemma":[0.000006002131,0.0002452948,0.00003798038,0.0001446772,0.00007868618,0.0005594652,0.00004084145,0.00006564084,0.00003474234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003847707,"about_ca_system_score_gemma":0.00002785221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007590465,"about_ca_topic_score_gemma":0.00001561271,"domain_scores_codex":[0.9987989,0.00004262008,0.0004352508,0.0002274964,0.0001617546,0.0003339807],"domain_scores_gemma":[0.9993861,0.00003508614,0.0001293073,0.000243836,0.0001320778,0.00007355669],"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":[0.00003538852,0.00002843221,0.00002659531,0.0001318109,0.00003612567,0.000001381596,0.0004769186,0.207478,0.7914528,0.0001527941,0.00009604239,0.00008371762],"study_design_scores_gemma":[0.0004578504,0.00008905337,0.00003391293,0.00003842713,0.00002416975,7.309862e-7,0.00006895331,0.3094665,0.6871834,0.00006359239,0.002373692,0.0001997094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8540371,0.0002415707,0.1385329,0.000009985491,0.001321767,0.0002683673,0.00004667718,0.0001776005,0.005364003],"genre_scores_gemma":[0.9950017,0.0009992535,0.003421277,0.00005636223,0.000235822,0.000009363217,0.0001030929,0.00006706513,0.0001060228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1409646,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007766922994076663,"score_gpt":0.2019009338879455,"score_spread":0.1941340108938688,"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."}}