{"id":"W2949479229","doi":"10.48550/arxiv.0911.2207","title":"Traces of a fixed point: Unravelling the phase diagram at large Nf","year":2009,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Phase diagram; Conformal map; Fixed point; Sign (mathematics); Physics; Conformal field theory; Coulomb; Phase transition; Fermion; Diagram; Function (biology); Phase (matter); Mathematical physics; Quantum mechanics; Mathematics; Geometry; Mathematical analysis; Statistics","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":[0.0001613095,0.0002261055,0.0002798297,0.00007748329,0.000223708,0.0000400306,0.0004068156,0.00008890818,0.0005509481],"category_scores_gemma":[0.000004879791,0.0002028815,0.000343159,0.0001977918,0.00008186953,0.00009259838,0.0002666449,0.0004361817,0.0000493505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006680953,"about_ca_system_score_gemma":0.00006493856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003437068,"about_ca_topic_score_gemma":0.00008876962,"domain_scores_codex":[0.9989297,0.00009314082,0.0002282362,0.0004104525,0.00005847756,0.0002799504],"domain_scores_gemma":[0.9988185,0.0001393928,0.0003135081,0.000549047,0.00009135992,0.00008817217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000296092,0.002838583,0.01182914,0.00009266369,0.0009022228,0.00008570076,0.001978472,0.285811,0.001748266,0.6904925,0.0008512959,0.003074],"study_design_scores_gemma":[0.00129963,0.0000912891,0.0006281839,0.000113193,0.0002781932,0.000001230346,0.0005500767,0.9233571,0.00183578,0.07013862,0.001351733,0.0003549563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167158,0.00003315081,0.07830956,0.0001120106,0.0001965988,0.0002263051,0.0002776077,0.00002727312,0.004101716],"genre_scores_gemma":[0.9988045,0.00003382371,0.00003753286,0.00002037604,0.0001139982,0.000001247817,0.0000989453,0.00001571336,0.0008739042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6375461,"threshold_uncertainty_score":0.8273268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786268944275862,"score_gpt":0.2236720039613074,"score_spread":0.1758093145185488,"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."}}