{"id":"W7153241338","doi":"10.47749/t/unicamp.2025.1530178","title":"The gray-sorted distance","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Standards and Technology; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Canadian Institute for Advanced Research","keywords":"Work (physics); Closure (psychology); Point (geometry); Table (database)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066922,0.0005247286,0.000819228,0.003923561,0.0005740635,0.00313217,0.001311834,0.0009576032,0.005102265],"category_scores_gemma":[0.00525735,0.000210155,0.0007795306,0.004237179,0.001398107,0.003304884,0.001487096,0.0009134345,0.00150133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145466,"about_ca_system_score_gemma":0.001651866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004228105,"about_ca_topic_score_gemma":0.002588497,"domain_scores_codex":[0.9980053,0.0003027882,0.0001491673,0.0003781435,0.001031535,0.0001331176],"domain_scores_gemma":[0.9981718,0.000519025,0.0001093509,0.0003659847,0.0007379383,0.00009585865],"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":[0.0004870897,0.00009674163,0.002478895,0.0004423234,0.0001271528,0.0001172624,0.000287471,0.02396957,0.02541687,0.1493205,0.007587902,0.7896682],"study_design_scores_gemma":[0.0001016555,0.0008443886,0.008383054,0.0002524022,0.0001774892,0.002038458,0.0008050008,0.5661413,0.07041046,0.1954446,0.1551779,0.0002232628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04709142,0.005202255,0.9311636,0.0009280498,0.0008899844,0.0001465152,0.0007077496,0.001055461,0.01281496],"genre_scores_gemma":[0.4022915,0.003754047,0.5745646,0.0006266748,0.0004612931,0.0001412996,0.001160086,0.0003473817,0.01665315],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005102265,"threshold_uncertainty_score":0.0170688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110368855848432,"score_gpt":0.267813581765854,"score_spread":0.2567766961810108,"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."}}