{"id":"W2312609334","doi":"10.1364/aopt.2009.jtuc2","title":"Type II Woofer-Tweeter Control for NFIRAOS on TMT","year":2009,"lang":"en","type":"article","venue":"","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Citation; Control (management); Computer science; Photonics; World Wide Web; Optoelectronics; Physics; Artificial intelligence","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":[0.0003482518,0.0003851595,0.0002945126,0.0004957122,0.0006834252,0.0006712516,0.0008338252,0.0006212128,0.01815903],"category_scores_gemma":[0.001764026,0.000157291,0.0001770633,0.0002348739,0.0003654167,0.0009186614,0.0005775952,0.0004903523,0.002627461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177322,"about_ca_system_score_gemma":0.0002020468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007052194,"about_ca_topic_score_gemma":0.001693945,"domain_scores_codex":[0.999551,0.0000229077,0.00002402569,0.00008538774,0.0002436559,0.00007289696],"domain_scores_gemma":[0.9991633,0.0002129764,0.0001572123,0.0001439267,0.0002272094,0.00009536372],"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":[0.00177229,0.0001413156,0.00428408,0.0002066818,0.00003167954,0.0006847759,0.0004921322,0.00136504,0.83003,0.004458177,0.02557052,0.1309634],"study_design_scores_gemma":[0.0002027023,0.0009629368,0.007854878,0.00009711859,0.00006377076,0.001093998,0.0003462287,0.1108703,0.7562956,0.003098903,0.1189957,0.0001178487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5738819,0.000931834,0.2620059,0.002406311,0.003525109,0.0008211349,0.001667045,0.01398635,0.1407744],"genre_scores_gemma":[0.9467568,0.0001317448,0.01730599,0.0003162544,0.0002469257,0.0001330278,0.0002247851,0.0004466371,0.03443791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815903,"threshold_uncertainty_score":0.06074804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007202091722422884,"score_gpt":0.2075947190270494,"score_spread":0.2003926273046265,"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."}}