{"id":"W2115034211","doi":"10.1002/pssc.200674277","title":"Light extraction study of LED using ray tracing computer simulation","year":2007,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Ray tracing (physics); Light-emitting diode; Optics; Semiconductor; Tracing; Optoelectronics; Coating; Extraction (chemistry); Power (physics); Materials science; Computer science; Physics; Nanotechnology; Chemistry","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":[0.0001851599,0.0003495139,0.0004305271,0.0004706653,0.0003659466,0.0006891651,0.0004675519,0.0006176609,0.004026534],"category_scores_gemma":[0.000694461,0.0002601269,0.0004300597,0.0004536607,0.0003082455,0.0004237316,0.000211166,0.0003579064,0.0003814969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008121913,"about_ca_system_score_gemma":0.0005343897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007896182,"about_ca_topic_score_gemma":0.003273049,"domain_scores_codex":[0.9998809,0.00002182921,0.000003494232,0.00001461907,0.00005755066,0.00002159896],"domain_scores_gemma":[0.9996436,0.0002091167,0.0000238882,0.0000258536,0.00008548218,0.00001214809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005370772,0.00003908743,0.0009484641,0.00004888689,0.00001168749,0.00009096624,0.00008346704,0.9806856,0.009780893,0.002845775,0.0003327767,0.005078616],"study_design_scores_gemma":[0.000006439155,0.000008131273,0.0001073024,0.000002468275,0.000001776029,0.000008368715,0.000007790471,0.9967803,0.002604624,0.0001947913,0.0002750965,0.000002924223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7690416,0.0003270797,0.1814788,0.0003229277,0.00004600774,0.0001200469,0.0007361225,0.002146528,0.04578089],"genre_scores_gemma":[0.9741818,0.0001155011,0.02054087,0.0000302382,0.000005124544,0.00005680324,0.0001961096,0.0001791169,0.00469453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007896182,"threshold_uncertainty_score":0.01570046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06518286163377239,"score_gpt":0.3804337790310049,"score_spread":0.3152509173972325,"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."}}