{"id":"W4252701270","doi":"10.1017/9781316556115","title":"Atmospheric Radar","year":2016,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Radar; Stratosphere; Remote sensing; Troposphere; Meteorology; Computer science; Environmental science; Systems engineering; Aerospace engineering; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004614787,0.0004664807,0.0004576674,0.00001210623,0.0001889586,0.00004505252,0.0005979351,0.0002518478,0.0001711228],"category_scores_gemma":[0.000001060033,0.0004717074,0.0003512726,0.00001359211,0.0001812494,0.0001090228,0.000340329,0.0003865251,0.00013689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299792,"about_ca_system_score_gemma":0.00047637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200545,"about_ca_topic_score_gemma":0.000001007914,"domain_scores_codex":[0.9985732,0.00004664054,0.000194321,0.0005350971,0.0002140333,0.0004366782],"domain_scores_gemma":[0.9987341,0.00006120726,0.0002540537,0.0006344391,0.0001235746,0.0001926849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002813778,0.00001318502,0.00000940252,0.00002443082,0.0001638273,0.00003621853,0.000009420567,8.594024e-7,0.00001097989,0.5912993,0.3958533,0.01255096],"study_design_scores_gemma":[0.0007312388,0.00004074414,0.000007155237,0.00009656519,0.0001814783,0.000001607056,0.00003014824,0.00004620769,0.00004685407,0.00008241537,0.9981493,0.0005862983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007481596,0.00007166262,0.007853949,0.00001060534,0.0004630281,0.0003544657,0.0005489957,0.0001354497,0.990487],"genre_scores_gemma":[0.0002390233,0.00001461538,0.0004785656,0.00003555889,0.0007529911,0.000001464764,0.0001843259,0.00007981752,0.9982136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.602296,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006129801676438671,"score_gpt":0.1733611886185193,"score_spread":0.1672313869420806,"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."}}