{"id":"W4235492958","doi":"10.1364/iodc.2006.tha3","title":"CGH Null-test Design and Fabrication for Off-axis Aspherical Mirror Tests","year":2006,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Wavefront; Null (SQL); Holography; Optics; Primary mirror; Lens (geology); Computer science; Null hypothesis; Telescope; Adaptive optics; Physics; Mathematics; Statistics","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":[0.001025481,0.0007244691,0.0005910863,0.001062682,0.0005548653,0.0008226818,0.001762103,0.0007378489,0.006039814],"category_scores_gemma":[0.00208358,0.0003958094,0.00032926,0.0004228782,0.0006334767,0.0005531742,0.0006513101,0.0004324006,0.001527817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791751,"about_ca_system_score_gemma":0.002098162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002903184,"about_ca_topic_score_gemma":0.003925923,"domain_scores_codex":[0.9983156,0.0001259989,0.00007278271,0.0001789998,0.001108713,0.00019798],"domain_scores_gemma":[0.9970259,0.000451502,0.0003622325,0.0004943212,0.001495529,0.0001704163],"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":[0.0009449849,0.0002062743,0.006053832,0.0003201475,0.00004081196,0.0005846574,0.000424869,0.003637596,0.9078637,0.006022226,0.005531688,0.06836919],"study_design_scores_gemma":[0.0001587315,0.001203553,0.009649,0.0000173684,0.0000276484,0.0005897321,0.00007156268,0.02119094,0.9499694,0.0005918641,0.01645348,0.00007669848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5946815,0.0004464668,0.3652875,0.0004855044,0.000516937,0.001899359,0.002259555,0.008258712,0.02616445],"genre_scores_gemma":[0.823767,0.000100814,0.1672058,0.0001622493,0.00005409566,0.0005587049,0.0008261219,0.0003397265,0.00698538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006039814,"threshold_uncertainty_score":0.02020526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883185201811688,"score_gpt":0.2481944532537319,"score_spread":0.2293626012356151,"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."}}