{"id":"W4281382767","doi":"10.1080/07055900.2022.2072267","title":"The Madden-Julian Oscillation","year":2022,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Climate variability and models","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Madden–Julian oscillation; Climatology; Teleconnection; Extratropical cyclone; Environmental science; Oscillation (cell signaling); Atmospheric sciences; Meteorology; El Niño Southern Oscillation; Convection; Geography; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005620528,0.00009487499,0.00007538599,8.183433e-7,0.001087675,0.00005285616,0.0003452781,0.00002549955,0.009544354],"category_scores_gemma":[0.00003382737,0.00007450817,0.00005791649,0.0002156382,0.0001217443,0.0001264441,0.0004758366,0.0001549511,0.0003706007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318056,"about_ca_system_score_gemma":0.00001127811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006032257,"about_ca_topic_score_gemma":0.0001327344,"domain_scores_codex":[0.9988135,0.0001084636,0.0001712277,0.0002628049,0.0003773265,0.0002667126],"domain_scores_gemma":[0.9993706,0.0001073641,0.00006094655,0.0003896668,0.000004451558,0.00006693313],"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":[0.000117519,0.0002795295,0.3970765,0.000007688172,0.00003703075,0.00001646147,0.003572997,0.3223377,0.0007198723,0.009743335,0.2339648,0.03212661],"study_design_scores_gemma":[0.0002916285,0.00009989298,0.02900302,0.000001615864,0.0000130922,0.00001151496,0.0009444544,0.03710939,0.00003742895,0.01057371,0.921693,0.0002211974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469913,0.00003907107,0.00007912733,0.002041383,0.000282938,0.0002060787,0.000009902179,0.00006903166,0.05028116],"genre_scores_gemma":[0.992574,0.00001609955,0.0003069513,0.0006223985,0.00003560397,0.000008238747,0.000008900799,0.00001416791,0.006413616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6877282,"threshold_uncertainty_score":0.9913611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201703465325224,"score_gpt":0.218004611032318,"score_spread":0.2059875763790658,"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."}}