{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001023304,0.00007502735,0.0001135728,0.0000237378,0.00006281082,0.00006703725,0.001204953,0.00001693019,0.00001202585],"category_scores_gemma":[0.00007488997,0.00004771483,0.00008882336,0.0003725737,0.00002747088,0.0002783713,0.0005759422,0.0000752608,0.00002088601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467536,"about_ca_system_score_gemma":0.00001397699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001108875,"about_ca_topic_score_gemma":1.560787e-7,"domain_scores_codex":[0.999267,0.000003053153,0.0001296591,0.0002180185,0.0002538823,0.0001283371],"domain_scores_gemma":[0.9996259,0.00001254625,0.0001097703,0.0001192051,0.00006949347,0.00006314052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003574852,0.0002821683,0.01655358,0.0001955175,0.0004024507,0.000001958371,0.01440909,0.00008201562,0.5945716,0.2371337,0.07132722,0.06500491],"study_design_scores_gemma":[0.0006753723,0.0001924999,0.004281387,0.00007555733,0.00008120455,0.000007547384,0.0008154758,0.0213238,0.9253395,0.003755426,0.04310302,0.0003492458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7190417,0.0003844984,0.02992372,0.1528317,0.0006267063,0.0007840962,0.00002539954,0.0006470822,0.09573512],"genre_scores_gemma":[0.9913312,0.000008363268,0.007593103,0.0008584255,0.0000512588,0.000006962657,2.058384e-7,0.000003816912,0.0001467105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3307679,"threshold_uncertainty_score":0.2239123,"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."}}