{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000851016,0.0003333284,0.0004923208,0.00000634356,0.0001611294,0.00005076756,0.0002166795,0.00008113679,0.001463591],"category_scores_gemma":[0.00000230718,0.0002761862,0.0001382602,0.0003447891,0.0002594681,0.0002479761,0.00006752216,0.0002232935,0.00001267843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002246499,"about_ca_system_score_gemma":0.0001061302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348969,"about_ca_topic_score_gemma":0.0001172941,"domain_scores_codex":[0.9985014,0.0000470162,0.000361342,0.0004087388,0.0002785464,0.0004030096],"domain_scores_gemma":[0.9990425,0.00007227679,0.000227298,0.0003675607,0.0001211793,0.0001692177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002507606,0.0003390297,0.95625,0.00002233493,0.0005088495,0.0000166717,0.0003365755,0.0009875661,0.0003168027,0.01701294,0.01445015,0.009508364],"study_design_scores_gemma":[0.01842588,0.005656975,0.6461431,0.0005884256,0.002249652,0.0003409525,0.02998118,0.04284358,0.005736659,0.01080437,0.2317058,0.00552347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688467,0.000369981,0.005467994,0.0001223408,0.00007486749,0.0002111446,0.00002830235,0.00004971621,0.02482896],"genre_scores_gemma":[0.9894978,0.00002402798,0.008009656,0.00005503509,0.0002686694,0.000003839914,0.00009208549,0.00004769569,0.002001126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3101069,"threshold_uncertainty_score":0.999969,"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."}}