{"id":"W2094801401","doi":"10.1117/12.925338","title":"Development of a 2D precision cryogenic chopper for METIS","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Economy, Trade and Industry; Rijksuniversiteit Groningen","keywords":"Optics; Actuator; Voice coil; Chopper; Physics; Electromagnetic coil; Spectrograph; Duty cycle; Electrical engineering; Power (physics); Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000968005,0.0007203186,0.0006366883,0.0004341295,0.000513882,0.0006415662,0.001575134,0.0008046631,0.003994383],"category_scores_gemma":[0.0008329001,0.0006360278,0.0004115167,0.0002740541,0.0002996701,0.0006981328,0.0007512724,0.001116326,0.002581857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00087352,"about_ca_system_score_gemma":0.001251873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335393,"about_ca_topic_score_gemma":0.001281863,"domain_scores_codex":[0.9992397,0.000031217,0.00002317688,0.0001596555,0.0004699849,0.00007618839],"domain_scores_gemma":[0.999319,0.00006812312,0.00006409604,0.0001613419,0.0003096,0.00007794364],"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":[0.000296608,0.00007709581,0.001761345,0.0002304551,0.00002693151,0.000263058,0.0002669359,0.00431964,0.8800708,0.004076308,0.004971609,0.1036391],"study_design_scores_gemma":[0.00007527538,0.0009341778,0.00605059,0.00004332078,0.00002945505,0.0009001713,0.00006830554,0.02795209,0.8484436,0.0004242027,0.1149805,0.00009830222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.179006,0.00127106,0.7881885,0.0007924925,0.0007266316,0.001105859,0.002104189,0.01084546,0.01595978],"genre_scores_gemma":[0.2468615,0.0005697138,0.7331975,0.0002264551,0.0001297738,0.0006602248,0.002389286,0.0005647126,0.01540087],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003994383,"threshold_uncertainty_score":0.01336253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621793513032573,"score_gpt":0.2418414415883504,"score_spread":0.2256235064580246,"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."}}