{"id":"W4410629790","doi":"10.1088/1475-7516/2025/05/062","title":"Reconstructing primordial curvature perturbations via scalar-induced gravitational waves with LISA","year":2025,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Physics; Gravitational wave; Curvature; Primordial black hole; Classical mechanics; Gravitation; Scalar (mathematics); Theoretical physics; Astrophysics; Binary black hole","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219359,0.0004156854,0.0003816021,0.001084815,0.0004172104,0.0009319368,0.0006643574,0.0005115707,0.003053221],"category_scores_gemma":[0.003094306,0.0004352393,0.0008094677,0.0008921496,0.0004779131,0.0008083297,0.001357461,0.0006579549,0.0008859007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004782147,"about_ca_system_score_gemma":0.0005521539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374303,"about_ca_topic_score_gemma":0.003521022,"domain_scores_codex":[0.9997801,0.00006667883,0.000009020013,0.0000551733,0.00005712035,0.00003191048],"domain_scores_gemma":[0.99866,0.000401438,0.0002367109,0.0003877594,0.0001099167,0.0002042834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003101731,0.0005047297,0.2969081,0.0004134284,0.001104421,0.0007018565,0.0007200696,0.3828944,0.117152,0.04246072,0.0112574,0.1427812],"study_design_scores_gemma":[0.00006982913,0.00006677231,0.03477457,0.00001413374,0.00003212291,0.00006162609,0.00003043925,0.9467111,0.008217365,0.008105676,0.001870534,0.00004594247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760672,0.0002595618,0.1909418,0.0007505437,0.00008095102,0.00007236817,0.004697565,0.01980003,0.007329952],"genre_scores_gemma":[0.9142253,0.00004461232,0.08219215,0.00008134598,0.00002695179,0.00003322751,0.002113894,0.000512541,0.0007699917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003053221,"threshold_uncertainty_score":0.01021403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007110443318670525,"score_gpt":0.2499713983091386,"score_spread":0.2428609549904681,"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."}}