{"id":"W4415243022","doi":"10.1029/2025gl118662","title":"Prevailing Climate Patterns for Concurrent High Temperature and Low Precipitation Days in Canada","year":2025,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate variability and models","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Precipitation; Climate extremes; Climate change; Arctic; The arctic; Period (music)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001691567,0.0001393415,0.0001172749,0.0007286223,0.0009740281,0.0008300664,0.0002829616,0.0001217106,0.001427588],"category_scores_gemma":[0.000742969,0.00008948371,0.0001988964,0.00156007,0.0003749809,0.0001762979,0.0004210331,0.0002284268,0.00007329117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00707868,"about_ca_system_score_gemma":0.00958547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837325,"about_ca_topic_score_gemma":0.992929,"domain_scores_codex":[0.9998881,0.000008820844,0.000005870987,0.00002790541,0.00002589507,0.00004353489],"domain_scores_gemma":[0.9994301,0.00005508334,0.0000999203,0.00001716114,0.0002655283,0.0001321014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003727453,0.000007673803,0.9948373,0.000009302082,0.00003298349,0.00004808383,0.0002875803,0.0004998207,0.0005871222,0.0001360321,0.0004092776,0.003107545],"study_design_scores_gemma":[0.00000103794,0.000002439283,0.9985911,0.000003319706,0.000006301407,0.0000134493,0.0005303221,0.0004197941,0.00005538323,0.00001598492,0.0003573011,0.000003514852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968374,0.0001445556,0.0001092903,0.0000987227,0.000003674477,0.000004426584,0.001607198,0.000008260267,0.001186384],"genre_scores_gemma":[0.9993355,0.00007165149,0.00005790729,0.000009239234,0.000001104495,0.000001409279,0.0003587721,0.000001616835,0.0001628157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626748,"threshold_uncertainty_score":0.05135965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950664667635862,"score_gpt":0.2971078318401145,"score_spread":0.2776011851637559,"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."}}