{"id":"W4399322184","doi":"10.3390/universe10060253","title":"Cosmic Strings from Thermal Inflation","year":2024,"lang":"en","type":"article","venue":"Universe","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Inflation (cosmology); Cosmic string; COSMIC cancer database; Astronomy; Thermal; Cosmology; Astrophysics; Particle physics; Theoretical physics; String (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001853627,0.00003438117,0.00002948977,0.00002758116,0.00003673504,0.00001687497,0.00002981713,0.0000126236,0.001318866],"category_scores_gemma":[7.711833e-7,0.00003338418,0.00002386938,0.00005046481,0.00002428173,0.0001024568,0.00001447967,0.00005168723,0.000282885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006710875,"about_ca_system_score_gemma":0.00001814754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178318,"about_ca_topic_score_gemma":0.000001596793,"domain_scores_codex":[0.9998193,0.00001158032,0.00003438471,0.00006635165,0.00002293123,0.00004545052],"domain_scores_gemma":[0.9998745,0.00004695067,0.000008942848,0.00004650622,0.000009818363,0.00001322674],"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":[0.00000959817,0.000006720007,0.0121471,0.000001179561,0.00003704175,0.00000450911,0.001141875,0.000046835,0.001153917,0.9560656,0.0007782771,0.02860737],"study_design_scores_gemma":[0.000265305,0.00001498586,0.02208827,0.00002006904,0.00003857333,1.50423e-7,0.001717493,0.0003182277,0.002361016,0.9131969,0.05986231,0.0001167513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977203,0.00002803642,0.004176617,0.0001345834,0.0001768197,0.00002968434,0.00004141672,0.00004184735,0.01816798],"genre_scores_gemma":[0.997474,1.463523e-7,0.0001225467,0.00001682321,0.00009970233,6.850329e-7,0.00006532224,0.000003224345,0.002217613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05908403,"threshold_uncertainty_score":0.9995941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005265334089448825,"score_gpt":0.2163694223560678,"score_spread":0.211104088266619,"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."}}