{"id":"W4378759043","doi":"10.1088/1475-7516/2023/08/076","title":"Dissipative inflation via scalar production","year":2023,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; York University; U.S. Department of Energy; National Science Foundation","keywords":"Physics; Inflaton; Dissipation; Inflation (cosmology); Dissipative system; Scalar (mathematics); Scalar field; Non-Gaussianity; Horizon; Spectral density; Classical mechanics; Quantum electrodynamics; Theoretical physics; Statistical physics; Cosmic microwave background; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000282256,0.0003355369,0.0003666523,0.0002928924,0.0003048707,0.0007655516,0.000396544,0.0003083466,0.001701179],"category_scores_gemma":[0.0007775241,0.0001776699,0.0003673212,0.0002117719,0.0009029907,0.0006462178,0.001005104,0.0004099123,0.0002357741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003551323,"about_ca_system_score_gemma":0.000165681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001821105,"about_ca_topic_score_gemma":0.0001475003,"domain_scores_codex":[0.9998369,0.00004675414,0.000008611502,0.0000255118,0.00004659109,0.0000355949],"domain_scores_gemma":[0.9996507,0.00007723316,0.0001024293,0.00008903667,0.00003725872,0.00004321901],"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":[0.0002214797,0.0001356305,0.0053265,0.000143641,0.0001016659,0.002505648,0.0005290956,0.08750781,0.09691858,0.7883906,0.000825705,0.01739364],"study_design_scores_gemma":[0.00008581387,0.0003999225,0.005545373,0.00003257892,0.00008234809,0.001195965,0.0001010317,0.6678109,0.03086101,0.2891249,0.004663542,0.00009671566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582076,0.0005229497,0.2133631,0.0005710871,0.0001810113,0.00003188894,0.00005624341,0.0005321163,0.02653399],"genre_scores_gemma":[0.9955766,0.00005968262,0.002822911,0.00002441071,0.00002067559,0.000006210851,0.000006640211,0.00001567416,0.001467278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701179,"threshold_uncertainty_score":0.005690992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060897907587876,"score_gpt":0.2679989120685952,"score_spread":0.2573899329927165,"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."}}