{"id":"W2398935836","doi":"","title":"Property Testing on Linked Lists.","year":2013,"lang":"en","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strategic Research Council; Natural Sciences and Engineering Research Council of Canada; Sino-Danish Center; Tsinghua University; National Natural Science Foundation of China; National Research Foundation; Danmarks Grundforskningsfond; Center for Massive Data Algorithmics; National Science Foundation","keywords":"Property (philosophy); Computer science; Property testing; Combinatorics; Mathematics; Algorithm; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008552174,0.00006086697,0.00004741991,0.0000371497,0.00005577381,0.0003778891,0.0006587395,0.00001267136,0.00008474743],"category_scores_gemma":[0.00004551196,0.00003258572,0.00001280438,0.0002045943,0.000009906606,0.0007688748,0.0002941323,0.00004885937,0.002464582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007001589,"about_ca_system_score_gemma":0.000005674366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001504217,"about_ca_topic_score_gemma":0.000001894325,"domain_scores_codex":[0.9994293,0.00001019824,0.0000783429,0.0002064448,0.0001267095,0.0001490173],"domain_scores_gemma":[0.9994904,0.00003218795,0.00001968507,0.0003789657,0.00003754959,0.00004122563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[1.695475e-7,0.00004119609,0.0004134803,0.00000489694,0.000003680054,0.000004056682,0.00002597237,0.000006107889,0.0001512389,0.024926,0.05568789,0.9187353],"study_design_scores_gemma":[0.0003072904,0.0002104238,0.02728206,0.00002726552,0.000001948678,0.000002645245,0.00001380386,0.8811412,0.0004137504,0.005404815,0.0848536,0.0003412281],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003029317,0.000005807747,0.2423043,0.005956393,0.0003730742,0.0003880898,3.716687e-7,0.0007875075,0.7471552],"genre_scores_gemma":[0.3087185,0.000002379284,0.5885558,0.005082845,0.0002122391,0.00005482874,0.00000518303,0.00001123554,0.09735699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9183941,"threshold_uncertainty_score":0.9983121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570128749325793,"score_gpt":0.2288752524638219,"score_spread":0.183173964970564,"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."}}