{"id":"W4402856514","doi":"10.48550/arxiv.2407.14403","title":"ALF: an asymmetric Lyot wavefront sensor for the ELT/METIS vortex coronagraph","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Coronagraph; Metis; Wavefront; Vortex; Physics; Wavefront sensor; Optics; Astronomy; Exoplanet; Computer science; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002982186,0.0005432718,0.0005041686,0.0003137678,0.0004018623,0.0002010952,0.0006311997,0.0002160994,0.0001012896],"category_scores_gemma":[0.00001192923,0.0004749656,0.0006558252,0.0004972224,0.0001910742,0.0001091501,0.0008771964,0.000837739,0.0001035771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447447,"about_ca_system_score_gemma":0.0001741362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160381,"about_ca_topic_score_gemma":0.00008402996,"domain_scores_codex":[0.997717,0.0000971125,0.0002898631,0.001207632,0.0001209292,0.0005675222],"domain_scores_gemma":[0.9979232,0.0003302465,0.0002661704,0.001018562,0.0002450726,0.0002167615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001817464,0.0004112295,0.005363306,0.0001520834,0.002382186,0.0001343775,0.0004918288,0.08755949,0.0001128375,0.8788981,0.00301912,0.02129367],"study_design_scores_gemma":[0.00105169,0.0002293978,0.003878942,0.0001701704,0.00190464,0.000002924808,0.002551651,0.7181072,0.0002342931,0.2559933,0.01449403,0.001381786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4870637,0.0006477776,0.4848222,0.000356461,0.002705639,0.002206098,0.001189653,0.0002295869,0.02077883],"genre_scores_gemma":[0.98937,0.00005646244,0.001436401,0.00005580232,0.0007513865,0.00000432692,0.0001784792,0.00009006906,0.008057113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6305477,"threshold_uncertainty_score":0.9997702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203428285606558,"score_gpt":0.2089990877216591,"score_spread":0.1469648048655935,"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."}}