{"id":"W2103585160","doi":"10.1175/2008bams2412.1","title":"REFRACTT 2006","year":2008,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thunderstorm; Environmental science; Radar; Meteorology; Weather radar; Moisture; Weather forecasting; Dropsonde; Weather Research and Forecasting Model; Precipitation; National weather service; Remote sensing; Data assimilation; Geology; Geography; Computer science; Tropical cyclone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009915422,0.0005111071,0.0003819999,0.0002699104,0.0005031187,0.001192909,0.001095791,0.0004976587,0.04562328],"category_scores_gemma":[0.001359544,0.0002247196,0.0002902405,0.0003025964,0.0001184477,0.0006560839,0.0007011109,0.0009699913,0.02320563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006612309,"about_ca_system_score_gemma":0.001652143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03550747,"about_ca_topic_score_gemma":0.05112141,"domain_scores_codex":[0.9996462,0.00005985987,0.00001605168,0.0000659637,0.000163585,0.00004823703],"domain_scores_gemma":[0.9994137,0.00004245114,0.00002725125,0.0001301626,0.0002756019,0.0001107678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007958048,0.0003587572,0.004125816,0.0001185894,0.00005083423,0.00009262481,0.00008845995,0.01718947,0.004670146,0.008935762,0.8847566,0.07881718],"study_design_scores_gemma":[0.0003279813,0.0001469315,0.005211931,0.00003676408,0.00001617538,0.00004823563,0.00006029747,0.03228844,0.002758792,0.002039083,0.9570342,0.00003100132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07202729,0.001310378,0.06427058,0.004060177,0.004657776,0.0019043,0.1554762,0.02876417,0.6675292],"genre_scores_gemma":[0.1972675,0.001376123,0.09306859,0.001311941,0.0004134905,0.001032452,0.3287313,0.006576807,0.3702218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04562328,"threshold_uncertainty_score":0.152625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369043025883363,"score_gpt":0.2212751797796835,"score_spread":0.1975847495208498,"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."}}