{"id":"W4401598550","doi":"10.1088/1674-4527/ad6fe7","title":"Constraining the Earth-mass Primordial Black Hole Mergers Model of the Non-repeating FRBs Using the First CHIME/FRB Catalog","year":2024,"lang":"en","type":"article","venue":"Research in Astronomy and Astrophysics","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Physics; Astrophysics; Black hole (networking); Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009811401,0.000191002,0.0002063631,0.00009565474,0.000724708,0.0002645181,0.000531857,0.00003890358,0.00001618402],"category_scores_gemma":[0.00001462995,0.0001101662,0.0001680719,0.0006161297,0.001184776,0.0002133945,0.0003654757,0.001129695,0.000006957784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004088395,"about_ca_system_score_gemma":0.0005445047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002504117,"about_ca_topic_score_gemma":0.000007371949,"domain_scores_codex":[0.9978819,0.0002019115,0.000318627,0.0003478952,0.0006083204,0.0006412847],"domain_scores_gemma":[0.9988514,0.0004872128,0.00007665194,0.0003836506,0.000118417,0.00008263076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000105699,0.0002513877,0.01436181,0.0002243715,0.0005035217,0.000006647335,0.006499274,0.7093585,0.05856459,0.07342479,0.0004232547,0.1362762],"study_design_scores_gemma":[0.0006738618,0.0001130724,0.003339851,0.0005437396,0.00004060714,7.506749e-7,0.007403188,0.9628793,0.006326196,0.01408987,0.004277498,0.0003120843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648979,0.0001439113,0.03017331,0.001482707,0.0001323462,0.0007771194,0.0004644816,0.000006325075,0.001921931],"genre_scores_gemma":[0.9961108,0.000004280723,0.00312119,0.00001017269,0.0003706371,0.00003732498,0.00003694194,0.00002507592,0.000283552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2535208,"threshold_uncertainty_score":0.5573941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611625853793989,"score_gpt":0.3580793757997553,"score_spread":0.3119631172618154,"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."}}