{"id":"W2979716610","doi":"10.1029/2019rs006813","title":"SAMEERDU—Digital Ionosonde: Brief System Description and Initial Results from a Low‐Latitude Location Dibrugarh","year":2019,"lang":"en","type":"article","venue":"Radio Science","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Electronics and Information technology","keywords":"Ionosonde; Ionogram; Ionosphere; Remote sensing; Radar; Computer science; Geology; Electron density; Telecommunications; Physics; Geophysics; Plasma","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":[0.0004767033,0.0005000539,0.0005236019,0.0006073099,0.0002558703,0.0005521243,0.0006640241,0.0003884727,0.003918027],"category_scores_gemma":[0.0003675004,0.0001275582,0.0001265881,0.0006493534,0.0001730075,0.0003829098,0.0004036349,0.0002989475,0.001438331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005901713,"about_ca_system_score_gemma":0.0004146927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008020085,"about_ca_topic_score_gemma":0.008167427,"domain_scores_codex":[0.9996725,0.00005615552,0.0000167441,0.00007175718,0.0001296263,0.00005305859],"domain_scores_gemma":[0.9997988,0.0000173643,0.00001134567,0.00003676353,0.0001028359,0.00003288827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004944565,0.0007686458,0.06861094,0.0012379,0.0002080684,0.001419444,0.0008486538,0.02189049,0.455662,0.001920401,0.02512543,0.4173634],"study_design_scores_gemma":[0.0008353854,0.008027405,0.2162804,0.0001449707,0.0003162741,0.002876034,0.0009549149,0.1149311,0.410011,0.0004740109,0.2448957,0.0002527719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7915986,0.002770342,0.1215,0.0006036087,0.0002137673,0.003029865,0.01457999,0.01350519,0.05219861],"genre_scores_gemma":[0.8775944,0.0006337115,0.08210775,0.0001868824,0.00006336241,0.0004681947,0.01824393,0.0003677926,0.02033394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008020085,"threshold_uncertainty_score":0.01594681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005783446296656693,"score_gpt":0.2074377428586809,"score_spread":0.2016542965620242,"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."}}