{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004113894,0.0002892905,0.000346569,0.0004447768,0.0007482101,0.001406473,0.0003489549,0.001225027,0.003842913],"category_scores_gemma":[0.00188478,0.0002503165,0.0003352766,0.0004192738,0.001539926,0.002479613,0.001386443,0.001441537,0.0005392748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006165756,"about_ca_system_score_gemma":0.000287429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002902787,"about_ca_topic_score_gemma":0.0002802743,"domain_scores_codex":[0.999749,0.00005841129,0.00001216607,0.0000415104,0.00008005385,0.00005881363],"domain_scores_gemma":[0.9996176,0.0001257984,0.00006221712,0.0000877663,0.00005331628,0.00005333917],"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":[0.00003857726,0.00001029371,0.0007585122,0.00007024661,0.000008093841,0.0001862004,0.000245135,0.001402474,0.002189037,0.9823534,0.001625545,0.01111239],"study_design_scores_gemma":[0.0000149268,0.00002634743,0.002489815,0.00005140906,0.000009029091,0.0003967134,0.00009635698,0.004394659,0.0009115646,0.9771613,0.01443003,0.00001777733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5620673,0.01790876,0.04944137,0.01378079,0.001724489,0.0000378249,0.0002530774,0.0005607886,0.3542256],"genre_scores_gemma":[0.9826459,0.001920538,0.002986052,0.001362807,0.0005815615,0.0000200799,0.0001141708,0.00006937698,0.01029952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003842913,"threshold_uncertainty_score":0.01285583,"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."}}