{"id":"W2970793051","doi":"10.1109/pn.2019.8819568","title":"Optimizing Bifacial Silicon Heterojunction Solar Cells for High-Latitude","year":2019,"lang":"en","type":"article","venue":"","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Silicon; Heterojunction; Materials science; Optoelectronics; Silicon solar cell; Solar cell; Engineering physics; Environmental science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000609251,0.0001260537,0.000147305,0.00009644908,0.00003579086,0.00003979888,0.0001156399,0.0001467721,0.0001831945],"category_scores_gemma":[0.000007810681,0.0001186202,0.00006245141,0.00007886875,0.00001329826,0.0001351981,0.00002402397,0.0001054253,0.0002676533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003706336,"about_ca_system_score_gemma":0.000004110706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001258501,"about_ca_topic_score_gemma":0.0000138117,"domain_scores_codex":[0.999415,0.000004200796,0.0001381077,0.0001570596,0.0000687922,0.0002167706],"domain_scores_gemma":[0.9996993,0.00003208307,0.00001458521,0.0002131421,0.00001464665,0.00002622835],"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":[0.00001414308,0.00001900564,0.0007154011,0.0001047917,0.00005312018,7.570239e-7,0.0001407187,0.13345,0.8511909,0.001565969,0.001342003,0.01140311],"study_design_scores_gemma":[0.0005449924,0.00008539624,0.0002194783,0.000008689326,0.000009135057,7.293613e-7,0.0001376156,0.1327298,0.8554847,0.0001741898,0.01037053,0.0002347539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307217,0.0000615253,0.06304704,0.00003144084,0.001319818,0.0003661359,0.000003981472,0.001530711,0.00291764],"genre_scores_gemma":[0.9870816,0.00005081039,0.01219493,0.00004842419,0.00004998063,0.00002505413,0.000006957039,0.00002929673,0.0005129005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05635994,"threshold_uncertainty_score":0.4837193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008985931121148599,"score_gpt":0.196279931650867,"score_spread":0.1872940005297184,"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."}}