{"id":"W2069180649","doi":"10.1117/12.795698","title":"Design of anti-reflection coating for spherical silicon photovoltaic devices","year":2008,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Optics; Silicon; Crystalline silicon; Reflection (computer programming); Refractive index; Angle of incidence (optics); Coating; Optoelectronics; Arc (geometry); Total internal reflection; Photovoltaic system; Geometry; Electrical engineering; Composite material; Computer science; 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":[0.0004327376,0.0003638719,0.0005734997,0.0001295116,0.000103961,0.00003854034,0.0008062333,0.0003013517,0.000006511922],"category_scores_gemma":[0.0004825942,0.0003342225,0.0005437825,0.0003912219,0.0003057418,0.000487563,0.0000693663,0.0003260671,8.478476e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975303,"about_ca_system_score_gemma":0.00002974464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001010416,"about_ca_topic_score_gemma":2.168316e-7,"domain_scores_codex":[0.9978787,1.887231e-8,0.0008214862,0.0003407523,0.0005269868,0.0004320934],"domain_scores_gemma":[0.9981406,0.0002675578,0.000309082,0.00006936182,0.001137192,0.00007620569],"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":[0.00007594674,0.00008111774,0.0004893562,0.001053617,0.00038723,8.909646e-8,0.0002883824,0.00695154,0.9705164,0.01831832,0.001640237,0.0001977508],"study_design_scores_gemma":[0.0008302181,0.0003343846,0.0007088893,0.0002231071,0.0001246363,0.00002166068,0.0007135792,0.151143,0.8443078,0.0004507364,0.0007994195,0.0003425189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941959,0.0002496159,0.003436717,0.0001950398,0.0002768334,0.0008322838,0.00003528752,0.0004270977,0.0003512548],"genre_scores_gemma":[0.7391343,0.0001497485,0.2602378,0.00002055907,0.0001401218,0.0002023792,0.000004414638,0.00008064765,0.0000301181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.256801,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173351573409261,"score_gpt":0.231494175920312,"score_spread":0.2097606601862194,"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."}}