{"id":"W4297819206","doi":"10.1088/1475-7516/2022/09/040","title":"Towards a dark sector model from string theory","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Physics; String theory; Dark energy; Dark matter; Hidden sector; String phenomenology; Theoretical physics; String field theory; Particle physics; String cosmology; Relationship between string theory and quantum field theory; Cosmology; Astrophysics; Quantum gravity; 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":[0.0003217754,0.00009721737,0.0002126735,0.00003021389,0.0002582678,0.00001491209,0.0001332199,0.00001534911,0.0001701335],"category_scores_gemma":[0.000009671902,0.00009137966,0.00008692147,0.00008730069,0.0001214316,0.0001324682,0.0001061929,0.0003394111,0.000002174837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463691,"about_ca_system_score_gemma":0.0000960106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000862272,"about_ca_topic_score_gemma":1.732604e-7,"domain_scores_codex":[0.9991877,0.000169,0.0002499605,0.0001057401,0.0001206464,0.0001669469],"domain_scores_gemma":[0.9993726,0.0001596197,0.000237408,0.00009750419,0.00006465668,0.00006821968],"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":[0.0004494543,0.0002088595,0.05911158,0.000001842339,0.0001985184,0.00001105263,0.001255135,0.007715894,0.004254074,0.9015002,0.0002910224,0.0250024],"study_design_scores_gemma":[0.0007601852,0.000199911,0.006402696,0.00000308977,0.00007068891,0.00001095021,0.001023652,0.0006206424,0.00417369,0.9865733,0.00007549573,0.00008566152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845006,0.0001015109,0.1148295,0.0002040707,0.0001588956,0.00003516673,0.00005905383,0.000005587791,0.0001056613],"genre_scores_gemma":[0.9971813,5.026437e-7,0.002399998,0.0001337713,0.0002096484,0.000006609223,0.000006862333,0.000008712529,0.00005257588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126808,"threshold_uncertainty_score":0.3726354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135069238025783,"score_gpt":0.2468742895555857,"score_spread":0.2333673657530074,"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."}}