{"id":"W2054891785","doi":"10.1080/07055900.2001.9649669","title":"Comparisons of CLOVAR windprofiler horizontal winds with radiosondes and CMC regional analyses","year":2001,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radiosonde; Meteorology; Radar; Climatology; Environmental science; Wind profiler; Prevailing winds; Atmospheric sciences; Wind direction; Wind speed; Geology; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004158336,0.0003016028,0.0001673842,0.001459359,0.0004190858,0.0009080332,0.000353786,0.0001988789,0.001521794],"category_scores_gemma":[0.002217266,0.0001537837,0.0001722467,0.001769223,0.0001676561,0.0002787178,0.0003812214,0.0001490347,0.000407522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020965,"about_ca_system_score_gemma":0.001460177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7762674,"about_ca_topic_score_gemma":0.8732153,"domain_scores_codex":[0.9994683,0.0000603893,0.00002346193,0.0001038205,0.0002549932,0.00008910926],"domain_scores_gemma":[0.9988726,0.00006839415,0.0001456574,0.00006690365,0.0007819521,0.00006453088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009144521,0.00003591253,0.8196757,0.0001936522,0.000355087,0.00042579,0.001268215,0.03748229,0.03011706,0.001049263,0.01068936,0.09779321],"study_design_scores_gemma":[0.00004064342,0.00004106549,0.9592929,0.00003625921,0.00006021529,0.0000760808,0.0005519925,0.02507099,0.006134914,0.00005167973,0.00860484,0.00003837626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621061,0.0006156688,0.00554075,0.0001159074,0.00002355939,0.00005622596,0.008831337,0.0006659545,0.02204464],"genre_scores_gemma":[0.9925824,0.00009147201,0.002080457,0.00001491153,0.000006104759,0.00001290217,0.003796595,0.00004550531,0.00136948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7762674,"threshold_uncertainty_score":0.4501004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673714060124774,"score_gpt":0.2564327882489678,"score_spread":0.2396956476477201,"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."}}