{"id":"W1988567130","doi":"10.1063/1.2903342","title":"Optical properties of diatom silica frustule with special reference to blue light","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Frustule; Diatom; Photosynthesis; Ultrastructure; Materials science; Irradiation; Chemistry; Biophysics; Botany; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006784248,0.0001817762,0.000095795,0.0001975804,0.000127708,0.0001176471,0.0000844569,0.0001501927,0.0005918418],"category_scores_gemma":[0.0001153736,0.00009671027,0.0001061049,0.0001417482,0.0001046573,0.0001104061,0.00007484137,0.0001546363,0.0001481825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327677,"about_ca_system_score_gemma":0.00006048431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009128237,"about_ca_topic_score_gemma":0.0006489321,"domain_scores_codex":[0.9999739,0.000001618463,0.000001218576,0.000009209637,0.000008964984,0.000005123589],"domain_scores_gemma":[0.9998944,0.00003282893,0.00001940849,0.000008306566,0.00003013514,0.00001488091],"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":[0.00003286983,0.000004391627,0.001241627,0.00001509119,0.000002664396,0.00002316801,0.00002836095,0.0001094568,0.9975625,0.00003841202,0.00001770086,0.0009238895],"study_design_scores_gemma":[0.00001093472,0.0002441964,0.08628825,0.000006962069,0.00002697662,0.0003441101,0.00008811802,0.003078023,0.9084431,0.0001007771,0.0013552,0.0000133465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976844,0.0002780608,0.001007707,0.0000112479,0.000003705839,0.000002264299,0.00009001024,0.00001732309,0.000905379],"genre_scores_gemma":[0.9979075,0.0001812237,0.0006902852,0.0000139016,0.000003013445,0.000004910317,0.0001914852,0.000008972655,0.0009988081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009128237,"threshold_uncertainty_score":0.001979887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256820464817917,"score_gpt":0.2499765794352173,"score_spread":0.2174083747870381,"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."}}