{"id":"W4414199773","doi":"10.1038/s41612-025-01226-2","title":"The global Sahel monsoon ocean-pressure index reconciles its regional and large-scale features","year":2025,"lang":"en","type":"article","venue":"npj Climate and Atmospheric Science","topic":"Climate variability and models","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada Research Chairs","keywords":"Teleconnection; Monsoon; Monsoon of South Asia; Mode (computer interface); East Asian Monsoon; Index (typography); Climate change; Global climate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003283118,0.0003799829,0.0001953306,0.0006992205,0.0001294228,0.0006134675,0.0002009492,0.0001228615,0.0006374503],"category_scores_gemma":[0.00106641,0.00007159309,0.0001607656,0.000900321,0.0001218195,0.0004920538,0.0004654575,0.0002100531,0.0001344268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870272,"about_ca_system_score_gemma":0.0003695083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004745495,"about_ca_topic_score_gemma":0.006492393,"domain_scores_codex":[0.9998983,0.00002595838,0.000007546644,0.00003088767,0.00002029333,0.00001708661],"domain_scores_gemma":[0.9998268,0.00003560534,0.00005115139,0.00003043395,0.00003407889,0.0000219518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002692369,0.00006494788,0.69619,0.0001237987,0.0003773832,0.0001450817,0.0001159252,0.1393139,0.01859858,0.003420474,0.004066924,0.1373137],"study_design_scores_gemma":[0.00003068001,0.00009813538,0.4338428,0.0000311224,0.00006921486,0.0001013988,0.0001977306,0.5476537,0.008054502,0.004226412,0.005662011,0.00003224655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703147,0.0003207345,0.02059778,0.0001969105,0.00004362428,0.00002231397,0.003417526,0.0006060314,0.004480484],"genre_scores_gemma":[0.9955986,0.00005575084,0.003092905,0.00001435857,0.00001596798,0.000005918105,0.001090184,0.00001918011,0.0001071667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004745495,"threshold_uncertainty_score":0.009435713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008188526266079762,"score_gpt":0.2475015529249094,"score_spread":0.2393130266588296,"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."}}