{"id":"W1987108302","doi":"10.1016/s0304-3975(00)00067-0","title":"Repetitive perhaps, but certainly not boring","year":2000,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Work (physics); Mathematical economics; Theoretical computer science; Mathematics; Calculus (dental); Algebra over a field; Engineering; Pure mathematics; Mechanical engineering","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":[0.001038969,0.0002265896,0.0002245932,0.0001333818,0.000713982,0.0007195247,0.003387771,0.00005888409,0.00046443],"category_scores_gemma":[0.00005095648,0.0001790649,0.00007611563,0.0008905736,0.001763382,0.001411768,0.001222196,0.0002673426,0.0004213579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006503431,"about_ca_system_score_gemma":0.0001313808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364068,"about_ca_topic_score_gemma":3.603262e-7,"domain_scores_codex":[0.9968191,0.00009776228,0.0002997087,0.001080831,0.0009589336,0.0007436585],"domain_scores_gemma":[0.9978874,0.000196609,0.0000513104,0.001318189,0.0001625266,0.0003839374],"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":[0.000008717109,0.00003785495,0.00001321954,0.000002162431,0.000001803451,0.00003321712,0.0002371966,0.00007909463,0.0004301718,0.7303787,0.00009066175,0.2686871],"study_design_scores_gemma":[0.0003002156,0.0002384851,0.001841816,0.00006720807,0.000004350073,0.000120485,0.000008631369,0.9355673,0.009512144,0.04664483,0.005251909,0.0004426601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03895312,0.00002734537,0.940929,0.001287797,0.0005176711,0.0001410113,0.000004256189,0.0003424258,0.01779735],"genre_scores_gemma":[0.7856544,0.00001680476,0.2126969,0.001269635,0.0002264694,0.000006137689,0.000001404667,0.00000817574,0.0001200422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9354882,"threshold_uncertainty_score":0.7302054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008705978987782583,"score_gpt":0.2394105621711168,"score_spread":0.2307045831833342,"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."}}