{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287357,0.0003115109,0.0002559928,0.0005609762,0.0004846962,0.0003798134,0.0006736777,0.0004321754,0.001870409],"category_scores_gemma":[0.003471735,0.000204084,0.0002500127,0.0003389571,0.0003665679,0.0006802486,0.0003585803,0.000352294,0.0006383142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000740198,"about_ca_system_score_gemma":0.0008394571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007129468,"about_ca_topic_score_gemma":0.008855813,"domain_scores_codex":[0.9986449,0.0001596682,0.00007483228,0.0001954174,0.0008199869,0.0001051453],"domain_scores_gemma":[0.9970616,0.0004361718,0.0001817455,0.0003061448,0.001932495,0.00008180325],"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":[0.001034835,0.0003633306,0.02534909,0.0003907589,0.00005012171,0.0003585053,0.001475099,0.01187658,0.8302398,0.001639431,0.001780379,0.1254421],"study_design_scores_gemma":[0.00006908487,0.003313447,0.02509531,0.00003411284,0.00003745612,0.0004057123,0.0004157363,0.04173531,0.9195356,0.0001609266,0.009144355,0.00005301084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929445,0.0002134666,0.06363916,0.000139289,0.00007346892,0.0002005641,0.0004771272,0.001045264,0.004766667],"genre_scores_gemma":[0.976138,0.00005946911,0.01895939,0.00003900745,0.000005260159,0.0000325588,0.0002859026,0.00006172273,0.004418718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007129468,"threshold_uncertainty_score":0.01417595,"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."}}