{"id":"W4417196781","doi":"10.3390/universe11120410","title":"Logamediate Warm Axion Inflation in Light of Planck Data","year":2025,"lang":"en","type":"article","venue":"Universe","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Inflaton; Planck; Cosmic microwave background; Inflation (cosmology); Axion; Parameter space; Dissipative system; Inflationary epoch; Cosmology; Dissipation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005512511,0.00002928089,0.00005281537,0.00007782717,0.0000158234,0.000001853545,0.00008594735,0.00001694108,0.00006687699],"category_scores_gemma":[0.000006233334,0.00003019647,0.000008833696,0.0001124709,0.00002340048,0.0000912908,0.00006293529,0.00004178182,0.0000108047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005390703,"about_ca_system_score_gemma":0.00003036015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006337923,"about_ca_topic_score_gemma":0.00002394269,"domain_scores_codex":[0.9997807,0.00001962387,0.00006766262,0.0000694268,0.00001995623,0.00004266392],"domain_scores_gemma":[0.9997587,0.00004141197,0.00003188848,0.0001450994,0.00001610564,0.000006818708],"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":[0.00003513606,0.00002789466,0.1338507,0.000004889185,0.00001260457,9.287655e-7,0.0004485185,0.00003471925,0.0002560006,0.8587829,0.0009758464,0.005569801],"study_design_scores_gemma":[0.001227474,0.00002014538,0.0595573,0.0000589855,0.00002635006,6.915475e-8,0.00236634,0.0001542355,0.004010762,0.8809332,0.0515476,0.00009751901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795596,0.00003525764,0.004309129,0.0007844537,0.0003516587,0.0001391972,0.0001243777,0.00001563591,0.1146806],"genre_scores_gemma":[0.9983221,5.986415e-7,0.000120662,0.00001380334,0.00001548471,4.470075e-7,0.0001750121,0.000001052868,0.001350792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187625,"threshold_uncertainty_score":0.1231376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008745225522540083,"score_gpt":0.2548276040281139,"score_spread":0.2460823785055739,"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."}}