{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8f90b8a061a5","filters":{"venue":"2020 Advances in Science and Engineering Technology International Conferences (ASET)"}},"results":[{"id":"W3036132710","doi":"10.1109/aset48392.2020.9118215","title":"Methodological Application of Bootstrapping for Predictive Data Analytics","year":2020,"lang":"en","type":"article","venue":"2020 Advances in Science and Engineering Technology International Conferences (ASET)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadore College","funders":"","keywords":"Bootstrapping (finance); Operationalization; Computer science; Conceptualization; The Internet; Psychology; Construct (python library); Data science; Applied psychology; Artificial intelligence; Econometrics; World Wide Web; Mathematics","authors":[{"name":"Sadia Riaz","is_ca":false},{"name":"Maninder Kaur","is_ca":true},{"name":"Arif Mushtaq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.121850352922837,"gpt":0.4117391186497135,"spread":0.2898887657268766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1174152,0.00207391,0.002484255,0.006424242,0.002489193,0.003506743,0.00300269,0.001647347,0.006471778],"category_scores_gemma":[0.4061603,0.001041777,0.003252958,0.008022514,0.003518789,0.002344992,0.004533329,0.004269724,0.001345491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124294,"about_ca_system_score_gemma":0.004502529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004127569,"about_ca_topic_score_gemma":0.002169112,"domain_scores_codex":[0.8570525,0.1151186,0.008158452,0.009212788,0.009454668,0.001002969],"domain_scores_gemma":[0.6105665,0.3124516,0.0102866,0.04324825,0.02248149,0.0009655557],"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":[0.001833988,0.001463317,0.07392482,0.00371907,0.004339417,0.001304221,0.01253985,0.06658761,0.003933211,0.1664247,0.01738507,0.6465448],"study_design_scores_gemma":[0.0006273857,0.00250814,0.03066067,0.001953225,0.001303163,0.001018744,0.006194972,0.643952,0.009022116,0.2413101,0.06111487,0.0003345629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02214078,0.0002473178,0.9663398,0.0003696577,0.0003179299,0.004962042,0.0008256287,0.001455734,0.003341153],"genre_scores_gemma":[0.2226434,0.0001302031,0.7618188,0.0001764813,0.0001017824,0.01344255,0.0006779462,0.0003637358,0.0006451264],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1174152,"threshold_uncertainty_score":0.6209582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}