{"id":"W4287092000","doi":"10.1007/s10714-022-02962-z","title":"Invariant characterization of Szekeres models with positive cosmological constant","year":2022,"lang":"en","type":"article","venue":"General Relativity and Gravitation","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Physics; Cosmological constant; Gravitational singularity; Spacetime; Invariant (physics); Differential geometry; Theoretical physics; Classical mechanics; Mathematical physics; Schwarzschild radius; Naked singularity; Black hole (networking); Geometry; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001866281,0.00008570479,0.0001387148,0.00005351264,0.0002833715,0.00001173104,0.00003674421,0.00002264319,0.00006260925],"category_scores_gemma":[0.000005068414,0.0000750481,0.00002628998,0.0001385654,0.0001387569,0.0001757169,0.00003983537,0.0001294899,7.067885e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001094492,"about_ca_system_score_gemma":0.00003578122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005950299,"about_ca_topic_score_gemma":0.000002753175,"domain_scores_codex":[0.9992632,0.0002239847,0.0001459403,0.0001564184,0.0001152052,0.00009520409],"domain_scores_gemma":[0.999582,0.0001116568,0.0001486725,0.00006536678,0.00006391011,0.00002837444],"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":[0.0001995383,0.0000819912,0.02876034,0.000003508367,0.0000429108,0.000001816251,0.001522159,0.0008871712,0.01055499,0.9558686,0.000009031554,0.002067948],"study_design_scores_gemma":[0.0005185177,0.0003377224,0.1067038,0.00000625403,0.00003462067,0.000005730494,0.0005861999,0.0008629536,0.001530494,0.8892606,0.00003560977,0.0001175672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465815,0.00001445711,0.05217843,0.0002921051,0.00003917269,0.0001687445,0.000293003,0.000008641299,0.0004239523],"genre_scores_gemma":[0.9977035,7.242322e-7,0.001402083,0.0000607494,0.00001758803,0.00004433183,0.0005137022,0.00000516168,0.0002521808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07794343,"threshold_uncertainty_score":0.3060372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154635394172736,"score_gpt":0.22317632554605,"score_spread":0.2116299716043227,"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."}}