{"id":"W4390842162","doi":"10.2139/ssrn.4693734","title":"Tracking Quintessence","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quintessence; Physics; Tracking (education); Scalar (mathematics); Shadow (psychology); Manifold (fluid mechanics); Scalar field; Vector field; Scaling; Mathematical physics; Dark energy; Geometry; Mathematics; Quantum mechanics; Cosmology","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":[0.001815116,0.0004530036,0.0008781349,0.002594153,0.001752308,0.003835671,0.001424043,0.001453305,0.03740441],"category_scores_gemma":[0.02109337,0.00052165,0.0006970971,0.003415699,0.001501795,0.005911769,0.004628936,0.00183658,0.007614901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116527,"about_ca_system_score_gemma":0.001010031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007877482,"about_ca_topic_score_gemma":0.006185083,"domain_scores_codex":[0.9978683,0.0003273672,0.00006855278,0.0007662132,0.000712622,0.0002569243],"domain_scores_gemma":[0.9904251,0.002724765,0.0006685416,0.003747901,0.002155716,0.0002781065],"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":[0.000224416,0.00004804297,0.01911642,0.0001839886,0.00008157761,0.0003396248,0.0009994335,0.01034515,0.002160837,0.7325407,0.03773477,0.1962251],"study_design_scores_gemma":[0.00003794155,0.00004366092,0.005898824,0.0001528305,0.0000541474,0.0005365363,0.0005969086,0.1248741,0.003826791,0.7383182,0.1255923,0.00006785106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2057213,0.004733806,0.474351,0.005633846,0.001995076,0.0001509825,0.007918011,0.00892156,0.2905745],"genre_scores_gemma":[0.8797827,0.00109352,0.06865948,0.000897694,0.0002119955,0.00007321998,0.003335105,0.001956693,0.04398953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03740441,"threshold_uncertainty_score":0.1251302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007847306369269075,"score_gpt":0.2722840038716133,"score_spread":0.2644366975023443,"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."}}