{"id":"W2056045106","doi":"10.1117/12.466548","title":"NOAA profiler network and other emerging global profiler networks","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wind profiler; Computer science; Acoustic Doppler current profiler; Upload; Meteorology; Remote sensing; Telecommunications; Radar; Geology; Operating system","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":[0.001381127,0.000592263,0.0002579808,0.0008917947,0.0009435293,0.002341034,0.0009711217,0.0007314985,0.03624373],"category_scores_gemma":[0.001854726,0.0001825516,0.0001912567,0.002530134,0.00023158,0.003124819,0.001489739,0.001120637,0.02207072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009063187,"about_ca_system_score_gemma":0.002403827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454891,"about_ca_topic_score_gemma":0.01345765,"domain_scores_codex":[0.9993331,0.0001019854,0.00002198843,0.00007582105,0.0003437421,0.0001233794],"domain_scores_gemma":[0.998659,0.00007745084,0.00007667096,0.0003080131,0.0006008536,0.0002780319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001433643,0.00008117829,0.002271016,0.00008075315,0.00001212909,0.0001043701,0.00007691496,0.003133997,0.00175858,0.02118307,0.7961273,0.1750274],"study_design_scores_gemma":[0.00001693853,0.00002127964,0.001218423,0.00003476406,0.000005076314,0.00005561499,0.00006475887,0.008030057,0.0006975138,0.005537736,0.9843035,0.00001437327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01690748,0.004491127,0.08501032,0.01154049,0.003858055,0.0006695816,0.04872891,0.0165621,0.812232],"genre_scores_gemma":[0.1650622,0.016569,0.1506079,0.006032425,0.002691334,0.001145893,0.2170717,0.00444738,0.4363722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03624373,"threshold_uncertainty_score":0.1212474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439284896139314,"score_gpt":0.2220101685922455,"score_spread":0.2076173196308524,"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."}}