{"id":"W4399855412","doi":"10.1103/physrevd.109.116019","title":"Field theory axiverse","year":2024,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada; Simons Foundation","keywords":"Field (mathematics); Mathematics","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":[0.0003862254,0.0005740254,0.000590425,0.001348266,0.001535797,0.0024431,0.0009251261,0.001579949,0.02817942],"category_scores_gemma":[0.000540784,0.0002289895,0.0005636882,0.0007013157,0.001881248,0.002861586,0.001290694,0.001483141,0.005076676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493287,"about_ca_system_score_gemma":0.0007586177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990381,"about_ca_topic_score_gemma":0.001403764,"domain_scores_codex":[0.9997635,0.00004527808,0.000009936983,0.00005317066,0.00008686235,0.00004128672],"domain_scores_gemma":[0.9998202,0.00002063328,0.00002001857,0.00003967977,0.00006324685,0.00003624909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003764336,0.000003894837,0.00003720929,0.00001428367,0.000001726772,0.00002406787,0.00003316072,0.0002457083,0.0001459069,0.9960991,0.001737591,0.001653425],"study_design_scores_gemma":[0.00001334294,0.0000113976,0.0001335549,0.000018313,0.000002609369,0.000124882,0.00005063035,0.002668984,0.0001485555,0.9799716,0.01684937,0.0000067173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03523742,0.002237401,0.05503907,0.004702005,0.0005203706,0.00008838432,0.0007585585,0.0005332023,0.9008838],"genre_scores_gemma":[0.6480037,0.004085294,0.02678798,0.003257857,0.001154948,0.000264282,0.001484728,0.0003053531,0.3146559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02817942,"threshold_uncertainty_score":0.09426963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108061756344197,"score_gpt":0.3892422299050229,"score_spread":0.3784360542706032,"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."}}