{"id":"W4234353608","doi":"10.1364/oe.395493","title":"Validity of the perturbation model for the propagation of MSF structures in 3D","year":2020,"lang":"en","type":"article","venue":"Optics Express","topic":"Advanced optical system design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Aix-Marseille Université; National Science Foundation","keywords":"Perturbation (astronomy); Optics; Wavefront; Spatial frequency; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007461674,0.00005959291,0.0001000516,0.000008326761,0.00001783355,0.000005490906,0.0001536293,0.00004012953,0.000001650364],"category_scores_gemma":[0.0001748192,0.00003594693,0.0000322054,0.00007441892,0.00002633748,0.0000534224,0.0000206325,0.0000629823,1.887192e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001748633,"about_ca_system_score_gemma":0.000008705996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001067753,"about_ca_topic_score_gemma":0.000001211652,"domain_scores_codex":[0.9995413,0.00001756541,0.0001848544,0.00006537098,0.000117778,0.00007317791],"domain_scores_gemma":[0.9995742,0.0001693392,0.00004769348,0.0001451465,0.00004869776,0.00001489759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008833185,0.000003574451,0.0000449812,0.0001461163,0.000004316705,2.533542e-8,0.0006680071,0.9466696,0.04682695,0.005345359,0.00002860581,0.0002536431],"study_design_scores_gemma":[0.0001263259,0.00001034744,0.0001747677,0.00001762794,0.000009577566,1.014022e-7,0.00003593254,0.9350273,0.0619942,0.002545429,0.000019715,0.00003868148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05430972,0.00004435144,0.9446704,0.0001008189,0.00007097898,0.000513864,0.00002077426,0.00001860943,0.0002504741],"genre_scores_gemma":[0.9733132,0.000005792684,0.02657767,0.00001156415,0.0000296065,0.00003129606,0.000001510591,0.00001220053,0.00001712648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9190035,"threshold_uncertainty_score":0.1465873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136629939974933,"score_gpt":0.2432082501059783,"score_spread":0.201841950706229,"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."}}