{"id":"W2045673528","doi":"10.1142/s0217751x04022694","title":"COSMOLOGY FROM MODULI DYNAMICS","year":2004,"lang":"en","type":"article","venue":"International Journal of Modern Physics A","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Quintessence; String theory; Moduli; Theoretical physics; Inflation (cosmology); Supergravity; Context (archaeology); Manifold (fluid mechanics); Curvature; String (physics); Effective field theory; Classical mechanics; Cosmology; Mathematical physics; Particle physics; Quantum mechanics; Dark energy; Supersymmetry; Geometry","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":[0.0004141451,0.0007104848,0.0005011237,0.000781356,0.001311166,0.002665954,0.0005067801,0.001506908,0.004841912],"category_scores_gemma":[0.001718658,0.0003568524,0.0004971912,0.0005080456,0.002324355,0.003448361,0.002248307,0.00137246,0.0004175362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003775,"about_ca_system_score_gemma":0.0003522579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104605,"about_ca_topic_score_gemma":0.0008592829,"domain_scores_codex":[0.999814,0.00007569595,0.00000712603,0.00003082756,0.00003219585,0.00004019955],"domain_scores_gemma":[0.9996107,0.00009371997,0.000105015,0.00004622745,0.00002662222,0.0001177798],"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":[0.00002780582,0.00003994678,0.001213772,0.00003294508,0.00001416822,0.0001934658,0.0003761517,0.01007393,0.002706882,0.9823672,0.0006739824,0.002279799],"study_design_scores_gemma":[0.00003802056,0.00005976513,0.002278254,0.00003622305,0.000009357946,0.000185204,0.0003379196,0.07754078,0.0006393114,0.916048,0.002803165,0.00002400572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8563547,0.002728775,0.02458424,0.004523396,0.0001546027,0.00004260053,0.0001323697,0.0001350044,0.1113444],"genre_scores_gemma":[0.9910517,0.0008480669,0.003392826,0.0001443287,0.00009393106,0.0000291742,0.00004677031,0.00004091773,0.004352419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004841912,"threshold_uncertainty_score":0.01619786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008063554406122003,"score_gpt":0.2615567769075624,"score_spread":0.2534932225014404,"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."}}