{"id":"W4399663142","doi":"10.1117/12.3020836","title":"Visible natural guide star wavefront sensor linear stage encoder verification study","year":2024,"lang":"en","type":"article","venue":"","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Computer science; Stage (stratigraphy); Wavefront; Encoder; Wavefront sensor; Adaptive optics; Guide star; Optics; Physics; Geology","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":[0.0001237337,0.0001266836,0.0001002926,0.00007599529,0.00004286856,0.00006392579,0.0000663735,0.00004848609,0.0002563793],"category_scores_gemma":[0.00001233733,0.0001068617,0.00004198946,0.0001805235,0.000008304439,0.0001881271,0.00001166856,0.0001635038,0.0003802514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001596,"about_ca_system_score_gemma":0.00001088307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044431,"about_ca_topic_score_gemma":0.00006623861,"domain_scores_codex":[0.9992193,0.00002019639,0.0002228146,0.0001829889,0.0001806343,0.0001740781],"domain_scores_gemma":[0.9996936,0.00002581534,0.000007950786,0.0001887466,0.00004332387,0.00004057562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006936481,0.0002422089,0.0006678672,0.0004661506,0.0004118658,0.0001768939,0.007976558,0.07608423,0.8524736,0.00240874,0.02435674,0.03466582],"study_design_scores_gemma":[0.000201552,0.00006362511,0.001587985,0.00001727506,0.00002473032,0.000002345368,0.0006774793,0.9081938,0.03895621,0.00001451895,0.05004351,0.0002169777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749478,0.0005250924,0.009936279,0.00008928332,0.001516687,0.0004643311,0.00001672808,0.001397205,0.01110666],"genre_scores_gemma":[0.9854593,0.00002336991,0.002537488,0.00002451801,0.0002579464,0.00001164195,0.00003895985,0.00003607742,0.01161071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8321096,"threshold_uncertainty_score":0.488749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049200279528318,"score_gpt":0.2619936171149658,"score_spread":0.2515016143196827,"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."}}