{"id":"W2075784832","doi":"10.1007/s10714-012-1462-0","title":"Scalar field cosmology in phase space","year":2012,"lang":"en","type":"article","venue":"General Relativity and Gravitation","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Quintessence; Scalar field; De Sitter universe; Cosmology; Differential geometry; Scalar (mathematics); Perturbation (astronomy); Phase space; Dark energy","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":[0.0002737046,0.00008422731,0.0001185531,0.00006836414,0.00009185007,0.00001082198,0.00002714937,0.00006107377,0.00006721725],"category_scores_gemma":[0.00003569656,0.0000839468,0.00002802317,0.0001148816,0.00005578135,0.0002490761,0.00001729381,0.0001454492,0.00002167734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007621638,"about_ca_system_score_gemma":0.00001017729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124476,"about_ca_topic_score_gemma":0.00001321595,"domain_scores_codex":[0.9993901,0.0001312911,0.0001253124,0.0001171357,0.00004810281,0.0001880654],"domain_scores_gemma":[0.9995744,0.0002253946,0.00005344946,0.00007267696,0.00001928598,0.00005475946],"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":[0.00003591671,0.0001089246,0.392975,0.000002795276,0.000009466767,4.594689e-7,0.001061846,0.0000075464,0.0008842222,0.5877545,0.0002368972,0.01692239],"study_design_scores_gemma":[0.0009224194,0.00009588114,0.1766017,0.000005856821,0.00001429558,0.000001795749,0.0002258808,0.00004353579,0.0024438,0.8180173,0.001506007,0.0001215522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848304,0.0001595987,0.0129947,0.0008997854,0.0001741141,0.00009872382,0.00001083092,0.000009216476,0.0008225854],"genre_scores_gemma":[0.997358,0.00000148056,0.001689464,0.000117159,0.0001182272,0.0000190935,0.00006215703,0.000004647934,0.000629792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302627,"threshold_uncertainty_score":0.3423251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171400720976403,"score_gpt":0.2950278521336086,"score_spread":0.2833138449238446,"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."}}