{"id":"W2068835658","doi":"10.1109/pvsc.2010.5616486","title":"Modeling of CdZnTe and CIGS and tandem solar cells","year":2010,"lang":"en","type":"article","venue":"","topic":"Chalcogenide Semiconductor Thin Films","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Copper indium gallium selenide solar cells; Tandem; Optoelectronics; Quantum efficiency; Materials science; Absorption (acoustics); Layer (electronics); Solar cell; Nanotechnology; Composite material","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":[0.000078391,0.00007886552,0.0001079798,0.00004074252,0.00001454329,0.00001237785,0.00004517488,0.00007157221,0.00007464576],"category_scores_gemma":[0.000008578146,0.00007480513,0.00001559225,0.00003443452,0.00002302063,0.00008225354,0.00003123538,0.0001474916,0.000003176731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003045859,"about_ca_system_score_gemma":0.000003250231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004457507,"about_ca_topic_score_gemma":0.0000618945,"domain_scores_codex":[0.9996268,0.000002543863,0.0001170152,0.00009389935,0.00005460621,0.0001051336],"domain_scores_gemma":[0.9997873,0.00001719047,0.000007569658,0.0001164056,0.00001679555,0.00005473976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.113773e-7,0.000001990649,0.0002472534,0.00002804538,0.00001142267,7.03749e-7,0.0002134609,0.001972115,0.9967394,0.0001414445,0.00007487833,0.0005686486],"study_design_scores_gemma":[0.0001537939,0.000005897238,0.00004882856,0.000007408882,0.000008849027,0.00001065643,0.00007367413,0.6829672,0.3161307,0.0002693171,0.0002224887,0.0001012086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949403,0.0001978346,0.00147373,0.000008734475,0.0002284356,0.00004976456,0.000003853412,0.00009073619,0.003006639],"genre_scores_gemma":[0.9966315,0.0001035941,0.003117328,0.00001251052,0.00003329989,8.748695e-7,7.880474e-7,0.0000182535,0.00008182898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6809951,"threshold_uncertainty_score":0.3050465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624052359061643,"score_gpt":0.1903601756335999,"score_spread":0.1807361232745382,"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."}}