{"id":"W4377298903","doi":"10.48550/arxiv.2305.11246","title":"Minimal Preheating","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; McGill University","keywords":"Inflaton; Physics; Higgs boson; Inflation (cosmology); Particle physics; Scalar field; Amplitude; Hubble's law; Higgs field; Field (mathematics); Scalar (mathematics); Quantum electrodynamics; Particle (ecology); Cosmology; Mathematical physics; Theoretical physics; Quantum mechanics; Dark energy; Geometry; 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":[0.0002234432,0.0005662277,0.0006000212,0.0004152643,0.0007913083,0.0009620269,0.0007117983,0.0005747676,0.01405349],"category_scores_gemma":[0.001248797,0.0002979173,0.0004876953,0.0001628957,0.0009615981,0.001563346,0.00163277,0.0007674492,0.001179108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005671846,"about_ca_system_score_gemma":0.0005023042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004372081,"about_ca_topic_score_gemma":0.0006094705,"domain_scores_codex":[0.9997616,0.00002648457,0.00001053425,0.00006117974,0.00005558575,0.00008463134],"domain_scores_gemma":[0.999517,0.00008208912,0.00007743773,0.0001388413,0.00007613508,0.0001085659],"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":[0.0003984981,0.0001154588,0.002669495,0.0003308393,0.00005593321,0.0009911101,0.0004366663,0.01829711,0.05836095,0.8941336,0.003455892,0.02075441],"study_design_scores_gemma":[0.0000844953,0.0003967964,0.005805093,0.00005796023,0.00005946989,0.001067549,0.0003656941,0.1215667,0.03209026,0.8237176,0.01473166,0.00005676102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7248145,0.0009952155,0.1123362,0.0008307324,0.0002788372,0.0001111168,0.0006386443,0.001046011,0.1589488],"genre_scores_gemma":[0.9776406,0.0001486268,0.005418557,0.0001247725,0.00008154185,0.00004957016,0.0002439103,0.0001988525,0.01609348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405349,"threshold_uncertainty_score":0.04701364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697995702686751,"score_gpt":0.2059424685637543,"score_spread":0.1361428982950791,"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."}}