{"id":"W2053225750","doi":"10.1088/0264-9381/20/4/307","title":"Scalar field cosmologies: a dynamical systems study","year":2003,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Ciencia y Tecnología; Dalhousie University","keywords":"Physics; Scalar field; Dynamical systems theory; Scalar (mathematics); Theoretical physics; Class (philosophy); Field (mathematics); Classical mechanics; Dynamical system (definition); Cosmological model; Cosmology; Mathematical physics; Statistical physics; Pure mathematics; Quantum mechanics; Epistemology; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006092013,0.0002568548,0.0002915029,0.001079342,0.0007167582,0.001721446,0.0004103784,0.0006771542,0.001757976],"category_scores_gemma":[0.001063495,0.000159126,0.0003170249,0.0008299936,0.002065757,0.002582535,0.0008779102,0.000830874,0.0001832596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493255,"about_ca_system_score_gemma":0.0004678638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002807499,"about_ca_topic_score_gemma":0.002332406,"domain_scores_codex":[0.9998222,0.00008868278,0.000007707491,0.0000255518,0.00003509223,0.00002076972],"domain_scores_gemma":[0.9995701,0.0002227076,0.00006469533,0.00003018384,0.00006048664,0.0000517576],"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":[0.000002641241,0.00000870101,0.0004397586,0.00003096545,0.000008955029,0.00006078761,0.0001724815,0.00274306,0.0001690733,0.9923804,0.0008473901,0.003135871],"study_design_scores_gemma":[0.00001020957,0.00002790208,0.002187811,0.00007223836,0.00001257789,0.0002167997,0.0003772743,0.03304036,0.0001541257,0.9361152,0.02776807,0.00001737448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4017613,0.1297447,0.1336959,0.03693917,0.0008281784,0.0001064214,0.0003792885,0.0001215495,0.2964233],"genre_scores_gemma":[0.9474412,0.02810862,0.01336,0.0003826426,0.0005238774,0.00006118842,0.0001025497,0.00001982769,0.01000016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002807499,"threshold_uncertainty_score":0.0108344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238901989692805,"score_gpt":0.2657979602728514,"score_spread":0.2534089403759234,"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."}}