{"id":"W2082148573","doi":"10.1364/oe.19.017040","title":"Selectively transparent and conducting photonic crystal rear-contacts for thin-film silicon-based building integrated photovoltaics","year":2011,"lang":"en","type":"article","venue":"Optics Express","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Building-integrated photovoltaics; Photovoltaics; Materials science; Optics; Photonic crystal; Optoelectronics; Silicon; Solar cell; Photovoltaic system; Photonics; Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019433,0.0003722761,0.0003946178,0.0001719293,0.0001411291,0.00006707335,0.0003157259,0.0002872869,0.00001857125],"category_scores_gemma":[0.0001271744,0.0003868187,0.00009770391,0.0001971141,0.0001346741,0.0002232528,0.00002230108,0.0004522452,0.000001272355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529,"about_ca_system_score_gemma":0.00005415759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091898,"about_ca_topic_score_gemma":0.00005931801,"domain_scores_codex":[0.9985166,0.00002388046,0.0003597951,0.0004094531,0.0001573781,0.0005328474],"domain_scores_gemma":[0.9991485,0.0001977045,0.00007105601,0.0003416514,0.0001320473,0.0001090532],"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":[0.00009369505,0.00005412917,0.0001544949,0.0002704034,0.0001057192,0.000009882813,0.002257188,0.008773926,0.9870646,0.0007750719,0.00007430207,0.000366574],"study_design_scores_gemma":[0.0008691999,0.0001293772,0.00009670824,0.000127334,0.00006761942,0.000007477904,0.000749387,0.1712715,0.8253317,0.0003091772,0.0006367213,0.0004038317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385157,0.000466124,0.05758289,0.00001087552,0.00034693,0.0006940051,0.0001281876,0.001387673,0.0008675719],"genre_scores_gemma":[0.9326314,0.00004244092,0.06697801,0.00002099013,0.000021622,0.0001600595,0.00001635755,0.0001039622,0.0000251256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624976,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524061116600484,"score_gpt":0.242596798490792,"score_spread":0.1873561873247871,"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."}}