{"id":"W2788861569","doi":"10.22215/etd/2015-10925","title":"Nanotechnology for Single Crystalline Silicon Solar Cell Applications","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Solar cell; Silicon; Materials science; Plasmonic solar cell; Nanotechnology; Silicon solar cell; Crystalline silicon; Quantum dot solar cell; Polymer solar cell; Monocrystalline silicon; Engineering physics; Hybrid solar cell; Optoelectronics; Engineering","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":[0.0000740168,0.000253725,0.0002886252,0.0001431877,0.00007801774,0.00003160218,0.0002711805,0.0005200653,0.00007716506],"category_scores_gemma":[0.00001247678,0.0002640982,0.0001139474,0.0001797664,0.00001539788,0.00004158404,0.000008908894,0.0001611187,0.00012165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008446987,"about_ca_system_score_gemma":0.00004757539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006049134,"about_ca_topic_score_gemma":0.0001161033,"domain_scores_codex":[0.9990404,0.00000419346,0.0003218694,0.0002843495,0.0001033607,0.0002458541],"domain_scores_gemma":[0.9992066,0.00005891794,0.00007058324,0.0004347234,0.000156418,0.00007274406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009735579,0.0002241908,8.683784e-7,0.0009148887,0.00006287634,2.908874e-7,0.00009345896,0.001227474,0.8815352,0.003807917,0.02722691,0.08489618],"study_design_scores_gemma":[0.0001656017,0.00002796248,0.000001134593,0.00001620388,0.00006627349,9.215174e-7,0.000242263,0.002449871,0.3372044,0.00426114,0.6552313,0.0003329507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03111775,0.01184614,0.4444238,0.0004215404,0.001109898,0.009753714,0.001084342,0.006912884,0.49333],"genre_scores_gemma":[0.9053935,0.0005835718,0.02151841,0.00005496326,0.0006926106,0.01225126,0.009205174,0.0005072943,0.04979327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8742757,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206012588965502,"score_gpt":0.2360827685335194,"score_spread":0.2240226426438643,"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."}}