{"id":"W3099134212","doi":"","title":"A Stochastically Forced Time Delay Solar Dynamo Model: Self-Consistent Recovery from a Maunder-like Grand Minimum Necessitates a Mean-Field Alpha Effect","year":2016,"lang":"en","type":"article","venue":"","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dynamo; Alpha (finance); Physics; Astrophysics; Statistical physics; Mathematics; Magnetic field; Statistics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161923,0.0005235423,0.0007438163,0.0003005794,0.0004548769,0.0008143667,0.0009892135,0.001055069,0.00098887],"category_scores_gemma":[0.001285811,0.0003452224,0.0006220876,0.0002142774,0.001132748,0.0009398548,0.0007975115,0.0007114822,0.0001240089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165186,"about_ca_system_score_gemma":0.0007952686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262471,"about_ca_topic_score_gemma":0.005188987,"domain_scores_codex":[0.9999193,0.00001997867,0.000005227866,0.00002189249,0.00001372966,0.0000199208],"domain_scores_gemma":[0.9995642,0.0001188282,0.0001496117,0.00002540352,0.00005487893,0.00008689193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007830887,0.00003172684,0.002407413,0.00002492735,0.00004326054,0.0002527063,0.00007619015,0.9492362,0.004104272,0.04222821,0.0005268875,0.0009898508],"study_design_scores_gemma":[0.00001248593,0.000009308609,0.0001836908,0.000001104399,0.00000439565,0.00001174351,0.000006691428,0.9974456,0.00006281349,0.002189921,0.00006787763,0.000004477121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171726,0.0003212359,0.1692985,0.001355656,0.0001211323,0.00004506989,0.0003066052,0.0001593277,0.01121993],"genre_scores_gemma":[0.9943337,0.00009069844,0.002222482,0.00006557912,0.00002321026,0.0000284467,0.00005680095,0.00001704046,0.003161971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262471,"threshold_uncertainty_score":0.02510244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004447974692335453,"score_gpt":0.2074179648319405,"score_spread":0.2029699901396051,"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."}}