{"id":"W2162549597","doi":"10.4171/jncg/12","title":"Phase transition in the Connes–Marcolli $\\mathrm{GL}_2$-system","year":2007,"lang":"en","type":"article","venue":"Journal of Noncommutative Geometry","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Norges Forskningsråd; Universitetet i Oslo","keywords":"Mathematics; Phase transition; Phase (matter); Pure mathematics; Condensed matter physics; Physics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008113401,0.0002169259,0.0005493651,0.0008279102,0.0001699796,0.00006469493,0.000626381,0.0001166854,0.00007242354],"category_scores_gemma":[0.0009919839,0.0001433154,0.0002075034,0.001538735,0.0001585994,0.0004773352,0.00004282236,0.001118526,0.0000196904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364422,"about_ca_system_score_gemma":0.0001351955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006240406,"about_ca_topic_score_gemma":0.00003053397,"domain_scores_codex":[0.9965684,0.0006435204,0.001126582,0.0001476071,0.00105381,0.000460042],"domain_scores_gemma":[0.9942345,0.004199227,0.0005569073,0.0003196568,0.0005450206,0.0001446925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01649994,0.03315822,0.00584892,0.004328116,0.002549757,0.03218484,0.3380084,0.001732945,0.06316768,0.2655228,0.01338976,0.2236086],"study_design_scores_gemma":[0.07023866,0.0156339,0.01080082,0.003320452,0.0005712679,0.01106167,0.6389881,0.003461271,0.05255076,0.1842241,0.006934423,0.002214521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861909,0.0003085896,0.1345051,0.0006265106,0.0001574968,0.0003596381,0.0000176769,0.00001620975,0.002099712],"genre_scores_gemma":[0.9857622,0.00002043861,0.01372468,0.0001700297,0.0002511057,0.000007373751,0.000002687186,0.00003286267,0.00002863538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009797,"threshold_uncertainty_score":0.584423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06602907696484418,"score_gpt":0.4330390089415641,"score_spread":0.3670099319767199,"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."}}