{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863053,0.001945218,0.001398875,0.003215486,0.001101242,0.002744946,0.004735636,0.0008855896,0.004219154],"category_scores_gemma":[0.006687249,0.0009513503,0.001686465,0.003914911,0.0008157468,0.00421549,0.002973467,0.002419064,0.003456198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362447,"about_ca_system_score_gemma":0.003631512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174065,"about_ca_topic_score_gemma":0.01589028,"domain_scores_codex":[0.9981799,0.000219626,0.0001931709,0.0005067662,0.0007176768,0.0001829652],"domain_scores_gemma":[0.9971059,0.0005967426,0.0002399316,0.001359523,0.0005169328,0.0001809138],"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":[0.001178609,0.0005851989,0.006991371,0.0005534125,0.0001730991,0.0003337477,0.0004079573,0.02776165,0.0153319,0.0117887,0.08344346,0.8514509],"study_design_scores_gemma":[0.0004241599,0.0004424101,0.003719405,0.0001655873,0.0001253655,0.0006174052,0.0004754109,0.7666075,0.04566381,0.04358738,0.1379386,0.0002330075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02352144,0.002224493,0.8061675,0.001048079,0.0007754992,0.0007608213,0.006022267,0.1541928,0.005287066],"genre_scores_gemma":[0.1020599,0.0006771723,0.8686774,0.0008023943,0.0001639401,0.0004926636,0.01654396,0.003518118,0.007064485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01174065,"threshold_uncertainty_score":0.02334464,"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."}}