{"id":"W1999400688","doi":"10.1364/aopt.2007.ama7","title":"UVic Woofer-Tweeter Test Bed: Status and Plans","year":2007,"lang":"en","type":"article","venue":"Adaptive Optics: Analysis and Methods/Computational Optical Sensing and Imaging/Information Photonics/Signal Recovery and Synthesis Topical Meetings on CD-ROM","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Citation; Computer science; Test (biology); Publishing; Adaptive optics; Multimedia; World Wide Web; Optics; Physics; Political science; Geology","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":[0.002993573,0.001261529,0.0008822583,0.001348236,0.001317989,0.002717061,0.003992363,0.002477602,0.1046487],"category_scores_gemma":[0.00377039,0.0005282344,0.0005378685,0.0007200368,0.0008854286,0.003651087,0.001670706,0.001693119,0.04400988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106753,"about_ca_system_score_gemma":0.001225151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003571471,"about_ca_topic_score_gemma":0.004364563,"domain_scores_codex":[0.9986243,0.0001664173,0.00003593508,0.0001117142,0.0007847506,0.000276858],"domain_scores_gemma":[0.9972882,0.0002845928,0.000112098,0.0003193374,0.001233122,0.0007626529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005239577,0.002318397,0.004450605,0.0009243875,0.000142039,0.0007375408,0.0002380791,0.0055156,0.05135871,0.004865161,0.7758486,0.1483614],"study_design_scores_gemma":[0.001682796,0.01038944,0.007655717,0.0002445842,0.0001450526,0.0009356921,0.0007670026,0.03642822,0.2360913,0.002712698,0.702678,0.0002695275],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2365856,0.007824748,0.1399333,0.03741608,0.007965419,0.01169263,0.06842551,0.1150302,0.3751264],"genre_scores_gemma":[0.3913562,0.003546537,0.06583282,0.004976339,0.001249967,0.006401486,0.06762267,0.01139538,0.4476186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1046487,"threshold_uncertainty_score":0.3500847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071479755290933,"score_gpt":0.2666666715869005,"score_spread":0.2559518740339912,"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."}}