{"id":"W2054310132","doi":"10.1063/1.4752775","title":"Solar energy trapping with modulated silicon nanowire photonic crystals","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy","keywords":"Materials science; Photonic crystal; Silicon; Optoelectronics; Nanowire; Optics; Band gap; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001152293,0.0001647858,0.0002758206,0.00004753386,0.00006389903,0.00002617537,0.0001419008,0.00006208161,0.00002125745],"category_scores_gemma":[0.000001145626,0.0001335632,0.00009301224,0.0002320939,0.0000251058,0.0001911457,0.00001008626,0.0001656101,0.000007378169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005540156,"about_ca_system_score_gemma":0.00002697828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001447851,"about_ca_topic_score_gemma":5.621778e-7,"domain_scores_codex":[0.9991463,0.00000713242,0.0002986394,0.00007288955,0.0002009281,0.0002740995],"domain_scores_gemma":[0.9994566,0.0000381453,0.0001498511,0.0001745229,0.00005174881,0.0001290725],"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":[0.00002176881,0.0001154842,0.00002610337,0.00002973591,0.0001846072,0.00000116742,0.0003189128,0.07766546,0.8968833,0.003914454,0.0005282693,0.0203107],"study_design_scores_gemma":[0.0004899143,0.0000342412,0.0002451173,0.00006259163,0.00009764577,0.00002415662,0.0001310968,0.01467515,0.9571319,0.001216492,0.025587,0.0003047196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483411,0.0005057094,0.03950391,0.00002086439,0.0001375225,0.0001186524,0.000006250209,0.00009517528,0.01127087],"genre_scores_gemma":[0.9984267,0.0000911175,0.0009404875,0.00003490247,0.0004260722,0.00001249236,0.0000023912,0.00004825498,0.00001758761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06299031,"threshold_uncertainty_score":0.5446549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008292529457923931,"score_gpt":0.1905335649636763,"score_spread":0.1822410355057524,"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."}}