{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003915789,0.0005341584,0.000483884,0.00009978055,0.002288328,0.001678289,0.003923992,0.0002971141,0.0001288481],"category_scores_gemma":[0.0000888603,0.0003212871,0.0003627673,0.0009492738,0.00008562111,0.0006024204,0.0006383029,0.0006123814,0.0001455565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005482888,"about_ca_system_score_gemma":0.0005744445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003052796,"about_ca_topic_score_gemma":0.0008821356,"domain_scores_codex":[0.9965436,0.0001550747,0.0007454132,0.001148876,0.0007814242,0.0006255765],"domain_scores_gemma":[0.9961249,0.0005593991,0.0004126135,0.002304233,0.0004512395,0.0001476604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000743695,0.0001298664,0.00001815869,0.0001265287,0.0007815136,0.00001850763,0.0005114092,0.00004009487,0.00004102965,0.462191,0.02739644,0.5086711],"study_design_scores_gemma":[0.0003907771,0.00008842937,0.001374963,0.0003418041,0.0006447131,0.000003394168,0.0005356693,0.3918544,0.0006226969,0.01183337,0.5914219,0.0008878991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00007598049,0.008703608,0.9159338,0.0007955235,0.007302967,0.0006666552,0.00005840844,0.00018119,0.06628191],"genre_scores_gemma":[0.03357193,0.007225559,0.02221836,0.0008811238,0.0004414318,0.0002406529,0.001529029,0.00005199926,0.9338399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8937154,"threshold_uncertainty_score":0.9999239,"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."}}