{"id":"W3086284023","doi":"10.14778/3415478.3415500","title":"ActiveDeeper","year":2020,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Deep Web; Computer science; World Wide Web; State (computer science); Database; The Internet; Programming language","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":[0.001239076,0.001141017,0.0008372068,0.001561345,0.0004828605,0.001707851,0.003067923,0.0009295776,0.01943105],"category_scores_gemma":[0.004157262,0.0009147187,0.0009447234,0.001311914,0.0004287564,0.004761297,0.003721675,0.0016563,0.01288255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546101,"about_ca_system_score_gemma":0.0008770599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699979,"about_ca_topic_score_gemma":0.00550953,"domain_scores_codex":[0.9991158,0.00008473951,0.00006653577,0.0003573285,0.0003205966,0.00005491282],"domain_scores_gemma":[0.9985285,0.0004391998,0.00005997546,0.0006288004,0.0002369462,0.0001064937],"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":[0.001474531,0.0006218047,0.007680128,0.001148653,0.0004655102,0.0005036025,0.0003402035,0.01037794,0.01670163,0.01384615,0.4400216,0.5068182],"study_design_scores_gemma":[0.000241996,0.000305273,0.004237163,0.0001505058,0.000139359,0.001037726,0.0001481874,0.294113,0.05979939,0.04365975,0.5959935,0.0001740897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.01769601,0.001270787,0.3748196,0.0008266026,0.000439288,0.0004624632,0.04321973,0.5401314,0.02113399],"genre_scores_gemma":[0.2335577,0.00141043,0.4912118,0.003178534,0.0001624058,0.001196094,0.189702,0.03145356,0.04812748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01943105,"threshold_uncertainty_score":0.06500334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785257383884742,"score_gpt":0.1999878516851466,"score_spread":0.1821352778462992,"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."}}