{"id":"W2592137955","doi":"10.1155/2017/3089046","title":"Advances in Coastal HF and Microwave (S- or X-Band) Radars","year":2017,"lang":"en","type":"article","venue":"International Journal of Antennas and Propagation","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nortel (Canada); Memorial University of Newfoundland","funders":"","keywords":"Microwave; X band; Remote sensing; Radar; Engineering; Aerospace engineering; Geology; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0002222103,0.00005929909,0.00009982299,0.00008675271,0.00009964837,0.0001956766,0.0001068674,0.00002669977,0.0000261075],"category_scores_gemma":[0.00007924975,0.00003781081,0.0000210754,0.00001656214,0.00009809026,0.0006857768,0.000008920563,0.00009264958,0.000001006212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002678359,"about_ca_system_score_gemma":0.00003020868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000151997,"about_ca_topic_score_gemma":0.001434756,"domain_scores_codex":[0.9994507,0.00001939981,0.0002048751,0.00007696051,0.0001719275,0.00007614757],"domain_scores_gemma":[0.999498,0.00003855957,0.0002780308,0.00003832597,0.0001010019,0.00004607816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005222218,0.00001166989,0.1609647,0.00001300201,0.00001787358,0.0002415341,0.000269518,0.00004993703,0.001073781,0.00005362285,0.00002001316,0.8367621],"study_design_scores_gemma":[0.001464659,0.0003676515,0.9725513,0.0003985318,0.00001249109,0.001613702,0.0005222667,0.01480705,0.001343405,0.003454927,0.003312515,0.0001515423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945954,0.001200973,0.0002989869,0.00135353,0.0006450264,0.00004278392,0.00001032441,0.000001808062,0.001851181],"genre_scores_gemma":[0.9943036,0.004452569,0.0008940456,0.00006286085,0.0002095351,2.119027e-9,0.00000464302,0.000001565847,0.00007122186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8366106,"threshold_uncertainty_score":0.1886914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125126182417035,"score_gpt":0.2545849793895416,"score_spread":0.2420723611478381,"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."}}