{"id":"W2482875566","doi":"10.1117/3.2207310","title":"Special Functions for Optical Science and Engineering","year":2015,"lang":"en","type":"book","venue":"SPIE eBooks","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.0004275891,0.002575723,0.001564456,0.003415511,0.00137933,0.003405446,0.001180524,0.001573513,0.1474547],"category_scores_gemma":[0.0009677611,0.0007300409,0.0007612144,0.002071676,0.00109268,0.004689949,0.002252541,0.003797745,0.1079796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765422,"about_ca_system_score_gemma":0.001430858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020802,"about_ca_topic_score_gemma":0.007035724,"domain_scores_codex":[0.999474,0.00002885127,0.0000126182,0.00007571265,0.0003627555,0.00004597875],"domain_scores_gemma":[0.9996035,0.00007484226,0.00001983501,0.00006034991,0.0001628236,0.00007882485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001905866,0.00002764089,0.00004282182,0.0002175121,0.000006313545,0.00004058714,0.00008071471,0.0003433584,0.001414019,0.04054246,0.6891713,0.2680942],"study_design_scores_gemma":[0.000001803218,0.000008599176,0.00007081674,0.00009325309,0.000002946887,0.00009677553,0.00002025538,0.0003318704,0.0003226039,0.007798456,0.9912466,0.000006102784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005004315,0.02091403,0.01431563,0.0015154,0.008913175,0.00006142843,0.0003349421,0.001021295,0.9524236],"genre_scores_gemma":[0.001213211,0.004618189,0.001791385,0.0002536469,0.0006076939,0.00002942738,0.0001488299,0.0002627372,0.9910748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1474547,"threshold_uncertainty_score":0.4932851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640950907967334,"score_gpt":0.2171764494540465,"score_spread":0.2007669403743731,"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."}}