{"id":"W2547254181","doi":"","title":"Recent Evolution of ITU Method for Prediction of Multipath Fading on Terrestrial Microwave Links","year":2011,"lang":"en","type":"article","venue":"","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fading; Multipath propagation; Terrain; Computer science; Environmental science; Telecommunications; Remote sensing; Meteorology; Geography; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694135,0.00006190098,0.0001103065,0.000113768,0.00002153812,0.0000018903,0.0001306442,0.0001433807,0.000007486185],"category_scores_gemma":[0.0001378334,0.00005571335,0.00004154293,0.0001018388,0.00001995362,0.00003529109,0.00002555722,0.0001136756,6.420847e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005231964,"about_ca_system_score_gemma":0.000007662443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004400156,"about_ca_topic_score_gemma":0.00001302413,"domain_scores_codex":[0.999561,0.00001383348,0.0002299429,0.00007015705,0.00004006014,0.00008507282],"domain_scores_gemma":[0.999555,0.0000884287,0.00005893934,0.0002488035,0.00003913675,0.000009712935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009973212,0.0001553039,0.000906996,0.00008270329,0.00008057584,8.838364e-8,0.0006107494,0.003339989,0.3648025,0.004550384,0.0008605802,0.6245104],"study_design_scores_gemma":[0.0007066954,0.0003241961,0.003466686,0.00008973733,0.00003025921,0.000001476501,0.0003442032,0.2120097,0.7788665,0.001683732,0.002378745,0.00009810649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1394411,0.0002024663,0.8557829,0.00002579858,0.00027334,0.0003232628,0.00004602146,0.0004729653,0.003432116],"genre_scores_gemma":[0.6622276,0.00008887509,0.3376322,7.640418e-7,0.00001288863,0.00001645363,0.000006175953,0.000006963069,0.000008054531],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6244123,"threshold_uncertainty_score":0.2271925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07321055897288403,"score_gpt":0.2724002392308771,"score_spread":0.1991896802579931,"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."}}