{"id":"W109992319","doi":"10.1080/00029890.2005.11920226","title":"Continuous Ranking of Zeros of Cylinder Functions","year":2005,"lang":"en","type":"article","venue":"American Mathematical Monthly","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ranking (information retrieval); Cylinder; Mathematics; Computer science; Geometry; Artificial intelligence","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":[0.0001452056,0.00009256734,0.0003158565,0.00007241382,0.00003212173,0.00001599557,0.000320537,0.00001980992,0.00002846328],"category_scores_gemma":[0.00008329131,0.00007839516,0.00009769759,0.0003209751,0.0001922296,0.000152309,0.00007353862,0.00006586251,0.00004106729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453377,"about_ca_system_score_gemma":0.00003328385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003742359,"about_ca_topic_score_gemma":0.0000025642,"domain_scores_codex":[0.9990209,0.00003516336,0.0003910235,0.0001671607,0.0002219585,0.0001638143],"domain_scores_gemma":[0.9990603,0.0002721014,0.000245212,0.0002909167,0.00006848431,0.00006300057],"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":[0.00002790999,0.0007792075,0.0004154643,0.00008449764,0.0001037351,0.000003374867,0.003243675,0.002574258,0.008283417,0.5907976,0.0006160476,0.3930708],"study_design_scores_gemma":[0.001724429,0.001065201,0.01373192,0.0002559795,0.00009726356,0.00002636562,0.0008261535,0.54597,0.0284034,0.4050665,0.002082899,0.0007498646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1919721,0.00003715741,0.787472,0.0007668933,0.00005376226,0.0001232187,0.000003972265,0.00007401583,0.01949685],"genre_scores_gemma":[0.9225236,5.92662e-7,0.07719515,0.0001221441,0.00004109454,0.000006361773,7.823084e-7,0.000005620022,0.0001046187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7305515,"threshold_uncertainty_score":0.3196862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009465533531038328,"score_gpt":0.2337753574619588,"score_spread":0.2243098239309205,"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."}}