{"id":"W4235125985","doi":"10.1080/09500340.2012.704697","title":"Adaptive Optics","year":2012,"lang":"en","type":"article","venue":"Journal of Modern Optics","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optics; Adaptive optics; Computer science; Physics","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":[0.0002778463,0.0008408785,0.0004659063,0.0008309896,0.00063168,0.001562147,0.0008074051,0.00100516,0.0300016],"category_scores_gemma":[0.001069986,0.0003572599,0.0003796684,0.0008378377,0.0006792306,0.0009744648,0.001375507,0.001475975,0.01577552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006083533,"about_ca_system_score_gemma":0.0004885223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005031229,"about_ca_topic_score_gemma":0.000727147,"domain_scores_codex":[0.9995221,0.0000358766,0.00001514355,0.0001002363,0.0002991364,0.00002750099],"domain_scores_gemma":[0.999526,0.00006053707,0.00002862275,0.0001658728,0.0001947899,0.0000242044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001481754,0.00006663015,0.0008631784,0.0002322472,0.00007497067,0.0001120987,0.0001214623,0.006052796,0.1365742,0.2307328,0.05098898,0.5740325],"study_design_scores_gemma":[0.00005407929,0.0001218505,0.003301925,0.0001087287,0.00006601235,0.001072316,0.00007671124,0.0774433,0.1320962,0.06534652,0.7201822,0.0001301295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009282028,0.003772197,0.6853761,0.001304881,0.002132333,0.0001344624,0.0004037181,0.003360347,0.2942339],"genre_scores_gemma":[0.2213328,0.005429841,0.2474602,0.001465496,0.0008294187,0.0002839854,0.001124048,0.000877181,0.521197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0300016,"threshold_uncertainty_score":0.1003654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873316068614226,"score_gpt":0.2574032611465911,"score_spread":0.2286701004604489,"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."}}