{"id":"W3212230581","doi":"10.12958/adm1368","title":"Diagonal torsion matrices associated with modular data","year":2021,"lang":"en","type":"article","venue":"Algebra and Discrete Mathematics","topic":"Advanced Operator Algebra Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Modular design; Diagonal; Torsion (gastropod); Geodetic datum; Modular group; Mathematics; Modular form; Modular curve; Algebra over a field; Pure mathematics; Modular decomposition; Computer science; Discrete mathematics; Geometry; Programming language; Geography; Graph","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":[0.0005559722,0.0002971636,0.0004793298,0.00007221023,0.0002424374,0.000201019,0.0004867845,0.0001137463,0.000184494],"category_scores_gemma":[0.00204039,0.0002217003,0.00004735641,0.0004796317,0.0001528581,0.0005132799,0.0007910319,0.0002735217,0.00002375414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004461932,"about_ca_system_score_gemma":0.0001280974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003005572,"about_ca_topic_score_gemma":0.00004881139,"domain_scores_codex":[0.9976856,0.000112456,0.0004169572,0.0005730094,0.0007426742,0.0004692755],"domain_scores_gemma":[0.9971598,0.0009595386,0.000172374,0.001266812,0.0002213464,0.0002200809],"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":[0.0001082026,0.001920225,0.008442108,0.002153906,0.001290621,0.001119179,0.003954267,0.00002774705,0.005488137,0.964283,0.007653771,0.00355878],"study_design_scores_gemma":[0.003655846,0.0004391124,0.002645487,0.001260999,0.0007895306,0.0004166847,0.004803485,0.04412757,0.01374124,0.9248981,0.001312346,0.001909539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978191,0.0008525146,0.01822919,0.0003721369,0.00005209089,0.0003577173,0.0001669937,0.0001685555,0.001609776],"genre_scores_gemma":[0.8576819,0.0003073535,0.1398564,0.0001295582,0.0001206732,0.0000343049,0.0003895907,0.0001359366,0.001344253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216272,"threshold_uncertainty_score":0.9040678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502517020316685,"score_gpt":0.3398903804083175,"score_spread":0.2748652102051507,"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."}}