{"id":"W4387141514","doi":"10.48550/arxiv.2309.14624","title":"Gauge-Invariant Scalar-Induced Gravitational Waves from Physical Observables","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; McGill University","keywords":"Physics; Gravitational wave; Observable; Spacetime; Scalar (mathematics); Classical mechanics; Linearized gravity; Gravitation; Gauge theory; Theoretical physics; Mathematical physics; Quantum mechanics; Mathematics; Geometry","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":[0.0006384821,0.0009402524,0.000376499,0.001302878,0.0004338676,0.001519488,0.0007526076,0.0005954397,0.004318254],"category_scores_gemma":[0.001810923,0.0003184726,0.0007607765,0.0006163156,0.001890016,0.002935322,0.001813176,0.00166402,0.0006122858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231288,"about_ca_system_score_gemma":0.0007129143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005634208,"about_ca_topic_score_gemma":0.0005892431,"domain_scores_codex":[0.9996952,0.00006492626,0.00001939491,0.00003478047,0.0001386768,0.00004695559],"domain_scores_gemma":[0.9994648,0.0001400619,0.00009733779,0.0001492919,0.00008927432,0.00005926004],"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":[0.000009406901,0.00001801301,0.0003216592,0.00004097441,0.000004117209,0.0001208122,0.0001127855,0.002722686,0.003976295,0.9891655,0.0001968305,0.003310822],"study_design_scores_gemma":[0.00001228036,0.00003244563,0.001105772,0.00002242378,0.000006891038,0.0002240632,0.00006016621,0.05170641,0.00411273,0.9402461,0.002452674,0.00001807903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3376992,0.0009041692,0.5486102,0.0005979722,0.0003428071,0.0001118006,0.0001814393,0.0004073308,0.1111451],"genre_scores_gemma":[0.9186207,0.001223579,0.05521461,0.0002438108,0.000416481,0.00009050732,0.0002310002,0.0003335972,0.02362569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004318254,"threshold_uncertainty_score":0.01444602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193766873583838,"score_gpt":0.267300518014873,"score_spread":0.1479238306564893,"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."}}