{"id":"W4386772763","doi":"10.1002/solr.202300538","title":"Hyperspectral Photoluminescence Imaging for Spatially Resolved Determination of Electrical Parameters of Laser‐Patterned Perovskite Solar Cells","year":2023,"lang":"en","type":"article","venue":"Solar RRL","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Photon Etc (Canada)","funders":"","keywords":"Materials science; Hyperspectral imaging; Photoluminescence; Laser; Interconnection; Optoelectronics; Diode; Picosecond; Laser diode; Optics; Nanosecond; Remote sensing; Computer science; Physics; Telecommunications; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002141568,0.0001654986,0.0002855927,0.000291363,0.00004036934,0.00001983534,0.0002688662,0.0001133427,0.000008075494],"category_scores_gemma":[0.0001754501,0.0001777833,0.0001528526,0.0004194002,0.00008146958,0.0001142526,0.00003796997,0.0001603165,0.00001081671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004587208,"about_ca_system_score_gemma":0.00002087957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002996991,"about_ca_topic_score_gemma":0.00001926738,"domain_scores_codex":[0.9989046,0.00002296177,0.000332115,0.0002163489,0.0001712616,0.000352727],"domain_scores_gemma":[0.9993594,0.0001528218,0.00007643191,0.0002886073,0.00008170123,0.00004107711],"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":[0.00003036985,0.00002882613,0.003990049,0.0001845894,0.00002476174,0.000009275271,0.0003949171,0.0003082113,0.9739696,0.0000187228,0.0002495249,0.02079113],"study_design_scores_gemma":[0.0003606667,0.00007354043,0.0009505538,0.00002970421,0.00002151008,0.000001838071,0.0001541498,0.2118183,0.7861996,0.0001121297,0.0001312109,0.0001467461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763589,0.0001085378,0.02225219,0.0000489385,0.000195013,0.000351321,0.00002798913,0.0005238357,0.0001332738],"genre_scores_gemma":[0.9912863,0.0001316354,0.008402959,0.00002002814,0.00001950343,0.00003325226,0.00001860209,0.00004193228,0.00004575486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2115101,"threshold_uncertainty_score":0.724979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346093334811434,"score_gpt":0.2290357020510982,"score_spread":0.2155747687029839,"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."}}