{"id":"W7062835418","doi":"","title":"UCLA Faculty Association Blog: 2nd Quarter 2024","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Association (psychology); Order (exchange); Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004014621,0.0008743348,0.0005990635,0.001648425,0.002547062,0.005854688,0.0006302551,0.001827238,0.7495843],"category_scores_gemma":[0.001865997,0.0004383246,0.0003619113,0.002011228,0.0004213204,0.004081841,0.002052039,0.002029732,0.6804355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519293,"about_ca_system_score_gemma":0.001209259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008199477,"about_ca_topic_score_gemma":0.02732541,"domain_scores_codex":[0.9997112,0.00002374513,0.00001213082,0.00003848147,0.0001394482,0.00007494312],"domain_scores_gemma":[0.9986458,0.0001048974,0.00006889384,0.0001076994,0.0004278603,0.0006447784],"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":[0.000007442624,0.000008547336,0.00003362181,0.00001899741,3.331426e-7,0.00001156752,0.000007841315,0.000004116943,0.00003510994,0.0001542368,0.9934911,0.006227062],"study_design_scores_gemma":[0.000003343327,0.000005814186,0.0003161751,0.00002815819,8.407926e-7,0.00001720967,0.00005789649,0.00001290358,0.0000617739,0.00008463396,0.9994065,0.000004776734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006585701,0.001171601,0.0001619582,0.005784939,0.006724036,0.00007171022,0.01081226,0.002539932,0.972075],"genre_scores_gemma":[0.001085309,0.0003497453,0.00008293213,0.001180549,0.0004910453,0.00003051581,0.002182138,0.0004705598,0.9941272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2504157,"threshold_uncertainty_score":0.3571876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006335398587035192,"score_gpt":0.1991467638681169,"score_spread":0.1928113652810817,"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."}}