{"id":"W1591252944","doi":"10.1002/0470848944.hsa028","title":"Weather Patterns and Weather Types","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Hydrological Sciences","topic":"Climate variability and models","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Weather patterns; Tourism; Meteorology; Weather forecasting; Atmosphere (unit); Environmental science; Computer science; Quality (philosophy); Geography; Climate change; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004080089,0.0002188266,0.0003049206,0.00005075909,0.00007115426,0.00001692836,0.0004170125,0.0002581919,0.08534703],"category_scores_gemma":[0.00004805133,0.0001417504,0.00006169552,0.0001469044,0.001164537,0.00007344917,0.0003213158,0.0001371794,0.0003378656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181546,"about_ca_system_score_gemma":0.000009225242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088049,"about_ca_topic_score_gemma":0.0006790916,"domain_scores_codex":[0.9984616,0.00006906305,0.0002161361,0.000572315,0.0003598932,0.0003209725],"domain_scores_gemma":[0.9994531,0.00009307494,0.000144163,0.0002058829,0.000001884902,0.0001018445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005528622,0.001403171,0.5478932,0.0002041323,0.0001090938,0.00004007296,0.00166639,0.002672514,0.0004537817,0.004945425,0.322494,0.1180629],"study_design_scores_gemma":[0.0001206907,0.0001991512,0.005512702,0.00003814916,0.00002442295,0.000004513105,0.00001882915,0.0006390623,0.000006429953,0.001333747,0.9918233,0.0002789596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06190296,0.0004315366,0.00003018151,0.0004110249,0.0001095672,0.0002027615,0.00002980678,0.00006891625,0.9368132],"genre_scores_gemma":[0.1779023,0.01258286,0.004381628,0.000887294,0.0004994686,0.00004731872,0.000007850239,0.0001409974,0.8035503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6693293,"threshold_uncertainty_score":0.9154891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377479659560807,"score_gpt":0.2417573825098209,"score_spread":0.2279825859142129,"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."}}