{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000674849,0.0001074983,0.0001167567,0.00001409559,0.0001127035,0.0000450595,0.00003654011,0.00002596329,0.00007179703],"category_scores_gemma":[0.000009903411,0.00009291629,0.00004108164,0.00005263989,0.00003587422,0.0000666273,0.00001731992,0.00003990285,0.00001419871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177071,"about_ca_system_score_gemma":0.00001857022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000273951,"about_ca_topic_score_gemma":0.000005680985,"domain_scores_codex":[0.9994237,0.00001205317,0.0001388605,0.0001917615,0.00006053158,0.00017305],"domain_scores_gemma":[0.9994783,0.0002387737,0.00005470999,0.00009663987,0.00008704554,0.00004456866],"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":[0.0001513846,0.001845917,0.2014094,0.00004181323,0.0001825204,0.000004086561,0.0003028669,0.0009066584,0.1039729,0.3271968,0.06502976,0.2989559],"study_design_scores_gemma":[0.003712406,0.0008819048,0.2950862,0.00005676523,0.0002003728,0.000005713225,0.0006302716,0.4782344,0.03055874,0.1025072,0.08656196,0.001564057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05313337,0.00005009269,0.9350724,0.0002548434,0.00004271671,0.0003704018,0.00001180323,0.000028316,0.01103604],"genre_scores_gemma":[0.8219822,7.651189e-7,0.1746908,0.00002992422,0.0001370647,0.00001266635,0.00002466304,0.00001438931,0.003107534],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7688488,"threshold_uncertainty_score":0.3789016,"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."}}