{"id":"W2182657477","doi":"","title":"ADAPTIVE OPTICS FOR ASTRONOMY: A STRONG CANADIAN ASSET","year":2010,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptive optics; Telescope; Physics; Laser guide star; Spectrograph; Astronomy","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":[0.008747232,0.001384421,0.0007021667,0.002563438,0.009743822,0.008575179,0.00195624,0.003537593,0.02093521],"category_scores_gemma":[0.006802166,0.0007003763,0.000533673,0.0031076,0.006773404,0.005619458,0.006731701,0.007306398,0.006298085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05575872,"about_ca_system_score_gemma":0.1129097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8017707,"about_ca_topic_score_gemma":0.8162032,"domain_scores_codex":[0.9921126,0.0004665033,0.000137927,0.0007980641,0.005530233,0.0009546354],"domain_scores_gemma":[0.9859698,0.0005659367,0.0001977368,0.0006555918,0.01002963,0.002581226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009793449,0.00008909242,0.001354187,0.0004267184,0.0000289369,0.0001203597,0.0006614801,0.000437893,0.002850634,0.2541715,0.5069208,0.2328406],"study_design_scores_gemma":[0.000008986714,0.00001642748,0.0008145156,0.0001437047,0.000004853223,0.00004501175,0.00008388693,0.0001959218,0.0003603978,0.00651428,0.9917895,0.00002259117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005820994,0.1280632,0.03667194,0.3645606,0.01970048,0.0003615995,0.002160463,0.001686588,0.4409741],"genre_scores_gemma":[0.1124296,0.1611947,0.08706723,0.06161185,0.008043014,0.0001962313,0.002736378,0.001774322,0.5649467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1982293,"threshold_uncertainty_score":0.4045597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715846528466395,"score_gpt":0.244596250768828,"score_spread":0.227437785484164,"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."}}