{"id":"W7064722372","doi":"","title":"Combined BS/MS in Environmental Science & Ecology","year":2021,"lang":"en","type":"article","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ohio Sea Grant College, Ohio State University; National Oceanic and Atmospheric Administration; Directorate for Biological Sciences; U.S. Army Corps of Engineers; Great Lakes Research Consortium; International Association for Great Lakes Research; Michigan Sea Grant, University of Michigan; Battelle; Ministry of Natural Resources; University of Minnesota; State University of New York; Carleton College; New York State Department of Environmental Conservation; Louisiana Sea Grant, Louisiana State University; U.S. Department of Agriculture; New York Sea Grant, State University of New York; Commonwealth of Massachusetts; U.S. Fish and Wildlife Service; U.S. Department of Energy; National Science Foundation","keywords":"Work (physics); Sustainability","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007764139,0.0001543208,0.0002986432,0.000112228,0.0001980238,0.00007384637,0.0002099223,0.00003801283,0.00007803131],"category_scores_gemma":[0.000003360475,0.0001903432,0.0001155773,0.0002037119,0.0003204,0.0003909169,0.0001985024,0.0001143871,0.00005731948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304196,"about_ca_system_score_gemma":0.0005197492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004802704,"about_ca_topic_score_gemma":0.00004929559,"domain_scores_codex":[0.9987334,0.00003043905,0.000259059,0.0003914656,0.0002603292,0.0003252787],"domain_scores_gemma":[0.9992333,0.00003653579,0.0001969953,0.0002876986,0.00005203099,0.0001934202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570484,0.0005022548,0.9636232,0.0000541071,0.0001555361,0.0008787466,0.003045267,0.0004803323,0.02291105,0.002568702,0.002398043,0.003225734],"study_design_scores_gemma":[0.01112933,0.001132509,0.6993027,0.0007514615,0.0002719922,0.0003553841,0.1364748,0.002103198,0.03653551,0.001724732,0.1072161,0.003002271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138526,0.00001161655,0.0007133494,0.00001868932,0.000330505,0.0001205196,0.00005881186,0.00001789836,0.08487596],"genre_scores_gemma":[0.9618344,6.559883e-7,0.0003383133,0.00000451124,0.00003788905,7.452912e-8,0.00006512665,0.00001099919,0.03770806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643204,"threshold_uncertainty_score":0.7761971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033896574852736,"score_gpt":0.184872799605616,"score_spread":0.1745338338570886,"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."}}