{"id":"W7161964427","doi":"10.82308/12088","title":"Polarimetric studies of precipitation systems","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polarimetry; Radar; Polarization (electrochemistry); Precipitation; Backscatter (email); High resolution; Weather radar","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002795564,0.0001258605,0.00009063233,0.00105693,0.0002203692,0.0005513285,0.000101855,0.0001009248,0.001071384],"category_scores_gemma":[0.000874017,0.0001071825,0.0000682591,0.00115117,0.0002934705,0.000351579,0.0002204581,0.000218251,0.0001906108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917592,"about_ca_system_score_gemma":0.0001961507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600462,"about_ca_topic_score_gemma":0.001711066,"domain_scores_codex":[0.999859,0.00003145541,0.000006000131,0.00002974182,0.00005427678,0.0000195911],"domain_scores_gemma":[0.9996089,0.00009704556,0.00006412045,0.00003723368,0.0001763044,0.00001630049],"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":[0.0005596108,0.0001144073,0.1831581,0.0004670683,0.0001409039,0.000396486,0.002123938,0.1028198,0.2553728,0.1085058,0.006372919,0.3399683],"study_design_scores_gemma":[0.0000692527,0.0003165986,0.5621954,0.00007787746,0.0000744738,0.001114982,0.001539823,0.1853605,0.1199371,0.04380213,0.08540472,0.0001071457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637905,0.003693327,0.07773505,0.0004238086,0.00009151993,0.00008545064,0.001716711,0.0001233731,0.05234025],"genre_scores_gemma":[0.9887184,0.001415168,0.006114023,0.00004594933,0.00005482193,0.00001889163,0.0008466094,0.00002293017,0.002763379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002600462,"threshold_uncertainty_score":0.005170703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05703147584239909,"score_gpt":0.2911288523585175,"score_spread":0.2340973765161184,"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."}}