{"id":"W3019239711","doi":"10.1364/oe.390331","title":"Minimalist Mie coefficient model","year":2020,"lang":"en","type":"article","venue":"Optics Express","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Deutsche Forschungsgemeinschaft; Alexander von Humboldt-Stiftung","keywords":"Mie scattering; SPHERES; Physics; Optics; Dipole; Absorption (acoustics); Scattering; Light scattering; Electric field; Absorption cross section; Degrees of freedom (physics and chemistry); Codes for electromagnetic scattering by spheres; Cross section (physics); Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007160348,0.0008622729,0.001230231,0.001521976,0.0007901799,0.001428525,0.00214784,0.002049168,0.01115701],"category_scores_gemma":[0.002062467,0.0003752443,0.0009066819,0.0006806494,0.001583831,0.002596861,0.001506146,0.001944234,0.002553944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142813,"about_ca_system_score_gemma":0.0007123171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974464,"about_ca_topic_score_gemma":0.001724769,"domain_scores_codex":[0.9994493,0.0001174209,0.00001761339,0.00008341222,0.0001950419,0.0001372328],"domain_scores_gemma":[0.999385,0.0001955984,0.00007141239,0.0001192561,0.0001487557,0.00007994979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002418917,0.00002284693,0.0001168978,0.00005014268,0.00001010992,0.0001004471,0.00007606376,0.01823061,0.001967184,0.975337,0.001921949,0.002142499],"study_design_scores_gemma":[0.00002082861,0.00003616312,0.0002751595,0.00002823917,0.00001410238,0.0002452841,0.00005585713,0.4793297,0.00115296,0.5113845,0.007410552,0.00004667892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0733539,0.001827592,0.63823,0.002284971,0.000363899,0.0001553611,0.0009240566,0.0004672127,0.2823931],"genre_scores_gemma":[0.8408081,0.001648226,0.05357302,0.001191712,0.0004420657,0.0004266574,0.0006866131,0.0003887222,0.1008349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01115701,"threshold_uncertainty_score":0.03732389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409226949204659,"score_gpt":0.2762375339085669,"score_spread":0.2221452644165203,"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."}}