{"id":"W4322627615","doi":"10.3390/universe9030124","title":"Recent Developments in Warm Inflation","year":2023,"lang":"en","type":"article","venue":"Universe","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Inflation (cosmology); Inflaton; Eternal inflation; Theoretical physics; Dissipative system; Inflationary epoch; Cosmology; String theory; Statistical physics; Classical mechanics; Metric expansion of space; Astrophysics; Dark energy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004606667,0.00002583281,0.00002779256,0.0000728163,0.00003093027,0.00000278204,0.00002494765,0.00001018423,0.0002325617],"category_scores_gemma":[0.00000306579,0.00002788161,0.000007326133,0.0002172478,0.00001156202,0.00004894167,0.00001977527,0.00003043704,0.0003427167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001146786,"about_ca_system_score_gemma":0.00002170736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001375262,"about_ca_topic_score_gemma":0.000007134161,"domain_scores_codex":[0.9998105,0.00001338761,0.00004259629,0.00004892723,0.00002376868,0.00006085006],"domain_scores_gemma":[0.9999084,0.00001909038,0.00001341788,0.00003319131,0.00001473144,0.00001111291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001448282,0.00001712271,0.3652327,0.000001005594,0.000009935132,0.000005331044,0.002139404,0.0001274425,0.00007617487,0.5043406,0.001189148,0.1268467],"study_design_scores_gemma":[0.0006707417,0.000008303025,0.4029008,0.000008812934,0.000003630626,9.564331e-8,0.003472607,0.00004220624,0.0006672484,0.3521062,0.2400116,0.000107802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737206,0.000002198499,0.0001623584,0.0002239875,0.0001134857,0.0000494495,0.000003997066,0.00002609957,0.02569783],"genre_scores_gemma":[0.9968378,0.0000022858,0.0001254982,0.00001775328,0.00001267099,0.000001787344,0.00006572811,0.000001940838,0.002934559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2388225,"threshold_uncertainty_score":0.4405044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208855556019561,"score_gpt":0.2464859712818569,"score_spread":0.2343974157216613,"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."}}