{"id":"W6911166170","doi":"10.5194/hess-17-1455-201310.5194/hessd-9-11733-2012","title":"Linking ENSO and heavy rainfall events over coastal British Columbia through a weather pattern classification","year":2013,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"El Niño Southern Oscillation; Weather patterns; Southern oscillation; Extreme weather","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006893424,0.0001163981,0.0001668192,0.00002637036,0.0004071979,0.0008063384,0.0003558214,0.0001126789,0.003470837],"category_scores_gemma":[0.0002324467,0.0001372183,0.00006683165,0.0002086689,0.0002077082,0.0003744475,0.00009116597,0.0002794805,0.0002006787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009362899,"about_ca_system_score_gemma":0.00004564161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2752942,"about_ca_topic_score_gemma":0.5089465,"domain_scores_codex":[0.9972777,0.001251721,0.0002713363,0.0004194153,0.0003768252,0.0004030173],"domain_scores_gemma":[0.9983445,0.000575056,0.00009427926,0.0004118871,0.0003766076,0.0001976382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003611946,0.00006539009,0.7574672,0.00001987646,0.00001064139,0.000002150151,0.0004710475,0.000001307397,0.0001715019,0.0002693458,0.0004711563,0.2410468],"study_design_scores_gemma":[0.000364864,0.000001438595,0.9797798,0.0001585557,0.00000568187,0.00001401454,0.00008036128,0.007304305,0.000092537,0.003986243,0.008046741,0.000165505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763579,0.0003617329,0.009508737,0.003164881,0.00006060923,0.000295341,0.0000566922,0.0000772058,0.01011694],"genre_scores_gemma":[0.991121,0.0003697227,0.00347167,0.0002217208,0.0000288704,0.000010781,0.0002299517,0.000008956864,0.004537331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2408813,"threshold_uncertainty_score":0.9974401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424892821684263,"score_gpt":0.2117989573962555,"score_spread":0.1975500291794129,"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."}}