{"id":"W4403577805","doi":"10.1145/3627673.3680097","title":"DAMOCRO: A Data Migration Framework Using Online Classification and Reordering","year":2024,"lang":"en","type":"article","venue":"","topic":"Data Stream Mining Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; 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":[0.0002191207,0.00007284866,0.00005924235,0.00009082858,0.00005286292,0.0005450043,0.0007104205,0.00005058044,0.000005155597],"category_scores_gemma":[0.00009577769,0.00006554616,0.000007022008,0.000312182,0.00002383375,0.001328272,0.0007388282,0.0001109818,0.000004763971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002126217,"about_ca_system_score_gemma":0.00003896441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001004097,"about_ca_topic_score_gemma":0.00005418903,"domain_scores_codex":[0.99919,0.00002021363,0.0001319134,0.0004467127,0.0001108398,0.0001003657],"domain_scores_gemma":[0.9987653,0.0000915543,0.00002392652,0.0010701,0.00001857163,0.00003047669],"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":[0.000001970959,0.0000531751,0.001207265,0.00008902366,0.00001775553,0.00001922447,0.0007340114,0.000006117045,0.01329381,0.3576912,0.009565598,0.6173208],"study_design_scores_gemma":[0.00001378652,0.00001450125,0.001028559,0.0001394663,0.000005655457,0.00002186375,0.00003034489,0.9792554,0.0004671269,0.009602177,0.009327902,0.00009321766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02515183,0.0002281258,0.9716765,0.001666587,0.0001245641,0.00006737802,0.00002819585,0.0008583106,0.000198488],"genre_scores_gemma":[0.2345752,0.0000593461,0.7651024,0.00007510166,0.00005090592,0.00000170361,0.00009450797,0.000006075225,0.00003471813],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9792493,"threshold_uncertainty_score":0.5255489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673768719422092,"score_gpt":0.3897962762412785,"score_spread":0.2224194042990693,"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."}}