{"id":"W4210872909","doi":"10.3847/1538-4357/ac469b","title":"Powering Stellar Magnetism: Energy Transfers in Cyclic Dynamos of Sun-like Stars","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Algorithm; Computer science","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":[0.0002204255,0.0002136605,0.0002443977,0.0002415589,0.0003176096,0.0004821341,0.0004176337,0.0003447191,0.00184772],"category_scores_gemma":[0.001005549,0.0001530379,0.0003668953,0.0002419538,0.0004728596,0.0004119895,0.0005050453,0.0002889583,0.0001367998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005043809,"about_ca_system_score_gemma":0.0002923523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004783707,"about_ca_topic_score_gemma":0.002564013,"domain_scores_codex":[0.9999477,0.00001421821,0.000003279255,0.00001060695,0.00001104473,0.00001312607],"domain_scores_gemma":[0.999721,0.0001090937,0.00005143855,0.0000361254,0.00003136155,0.00005098542],"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":[0.0002355634,0.0001175158,0.03318578,0.00005082822,0.00008581717,0.0002520806,0.0001587359,0.9441044,0.01031951,0.005701409,0.0006903865,0.005098014],"study_design_scores_gemma":[0.0000528622,0.00004340835,0.008683661,0.000003860051,0.00001129081,0.00003597052,0.00004259576,0.9853514,0.001764363,0.003640861,0.0003568591,0.00001281629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950759,0.0000398893,0.002461181,0.00008963768,0.000007987506,0.00000685953,0.0001215692,0.00008382279,0.002113228],"genre_scores_gemma":[0.9993628,0.00001334187,0.0003681291,0.00001387126,0.000002572612,0.000004338384,0.00004409241,0.00001980791,0.0001710485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004783707,"threshold_uncertainty_score":0.009511769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004351574999047064,"score_gpt":0.196364905573175,"score_spread":0.1920133305741279,"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."}}