{"id":"W6948095831","doi":"10.48550/arxiv.1607.06496","title":"High contrast imaging of exoplanets on ELTs using a super-Nyquist wavefront control scheme","year":2016,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wavefront; Adaptive optics; Speckle pattern; Exoplanet; Deformable mirror; Wavefront sensor; Secondary mirror; Coronagraph; Contrast (vision)","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":[0.0001381181,0.0003877936,0.0004681115,0.0001146398,0.00009169652,0.00002408589,0.0004670668,0.0003602974,0.00003679072],"category_scores_gemma":[0.00003359793,0.0003883753,0.0002638744,0.00006120649,0.0002418143,0.000007015346,0.0002006964,0.0002631989,0.000009391214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008749314,"about_ca_system_score_gemma":0.0001803905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003351858,"about_ca_topic_score_gemma":0.00007686281,"domain_scores_codex":[0.9982999,0.000105198,0.0002783346,0.0008489562,0.0000853656,0.0003822736],"domain_scores_gemma":[0.9987059,0.00003414152,0.0002417496,0.000698728,0.0001742,0.0001452588],"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":[0.001682973,0.0003136793,0.0385648,0.0001784322,0.0004882934,0.0001979852,0.00004230524,0.01149876,0.9434844,0.002974159,0.0002164654,0.0003578067],"study_design_scores_gemma":[0.03923937,0.001950487,0.01949383,0.003022147,0.00202473,0.0001080755,0.0004141448,0.1599975,0.7529752,0.008483841,0.005559483,0.006731153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517833,0.0001994902,0.04594882,0.00003642027,0.0005918393,0.0003046646,0.0003806755,0.00002611622,0.0007286775],"genre_scores_gemma":[0.9986597,0.0001430762,0.0002418202,0.0001359283,0.0002841017,7.437381e-7,0.0001586464,0.00004533867,0.0003306415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905091,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599891026927018,"score_gpt":0.1784464946524064,"score_spread":0.1424475843831362,"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."}}