{"id":"W4402678381","doi":"10.1103/physrevd.110.l061306","title":"Domain wall interpretation of the PTA signal confronting black hole overproduction","year":2024,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Horizon 2020 Framework Programme; Ministero dell'Università e della Ricerca; Azrieli Foundation; Tel Aviv University; Istituto Nazionale di Fisica Nucleare Sezione di Padova","keywords":"Overproduction; Interpretation (philosophy); SIGNAL (programming language); Domain (mathematical analysis); Computer science; Physics; Mathematics; Mathematical analysis; Nuclear magnetic resonance; Programming language","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":[0.002453971,0.0003798894,0.0005146808,0.001536592,0.000607171,0.002071603,0.0006316752,0.0007626702,0.003885898],"category_scores_gemma":[0.01199079,0.0002058751,0.0004547717,0.0009135637,0.00152098,0.00121262,0.001016672,0.001155744,0.0004097274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466013,"about_ca_system_score_gemma":0.0007389537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192596,"about_ca_topic_score_gemma":0.001758546,"domain_scores_codex":[0.9993284,0.0002756619,0.0000262749,0.0001315572,0.00016124,0.00007693498],"domain_scores_gemma":[0.9931017,0.004846059,0.001044154,0.0003672596,0.0004158772,0.0002248707],"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":[0.0007395137,0.000109192,0.09978343,0.0004591097,0.0002779762,0.002256182,0.0007794065,0.04595575,0.02789563,0.7295893,0.006466278,0.08568827],"study_design_scores_gemma":[0.00009154135,0.000210756,0.1035121,0.0001677448,0.0002336055,0.001322317,0.0006728477,0.3267132,0.01230917,0.5370806,0.01757707,0.0001090158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6575456,0.003105103,0.298657,0.004889272,0.0003306197,0.0001008247,0.001127278,0.0004280018,0.03381634],"genre_scores_gemma":[0.9841292,0.0004866422,0.01290409,0.0002630142,0.0001380622,0.00002578069,0.000223879,0.00004606664,0.001783359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003885898,"threshold_uncertainty_score":0.01299959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232860684626467,"score_gpt":0.4356547675971515,"score_spread":0.4233261607508868,"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."}}