{"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":"f2b61e92a713","filters":{"venue":"HAMKA INSIGHT"}},"results":[{"id":"W4400383054","doi":"10.51574/hamka.v2i1.84","title":"Exploration of the Use of Online Learning Applications to Improve Students' Mathematical Problem Solving","year":2023,"lang":"en","type":"article","venue":"HAMKA INSIGHT","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mathematics education; Nonprobability sampling; Process (computing); Computer science; Synchronous learning; Experiential learning; Active learning (machine learning); Subject (documents); Learning sciences; Cooperative learning; Teaching method; Artificial intelligence; Mathematics; Population","authors":[{"name":"Sugestiana Sugestiana","is_ca":false},{"name":"Ken Stevens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2186540344801086,"gpt":0.4095848057700927,"spread":0.1909307712899841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001648371,0.0004633861,0.0003293765,0.001261023,0.0003658668,0.001802428,0.0007234587,0.0004402692,0.003581061],"category_scores_gemma":[0.007310425,0.0001542527,0.0004479249,0.0007868898,0.0003346801,0.001830902,0.001161484,0.0005555017,0.0005975239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681398,"about_ca_system_score_gemma":0.0006220862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734725,"about_ca_topic_score_gemma":0.0004339216,"domain_scores_codex":[0.9986656,0.0007733078,0.00006374042,0.0000913353,0.0002988849,0.0001071718],"domain_scores_gemma":[0.9958872,0.003153592,0.0002793657,0.0002186828,0.0002929761,0.0001681942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005297921,0.005415054,0.03742684,0.002864377,0.00009255212,0.001301775,0.04287792,0.001659969,0.02323895,0.00467508,0.003695201,0.8762225],"study_design_scores_gemma":[0.0004687716,0.02014732,0.346221,0.006104704,0.0009025668,0.008661684,0.1554187,0.02413381,0.08063044,0.02193005,0.3349833,0.0003975186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709947,0.0007167688,0.009718718,0.0005358175,0.00003768272,0.000266294,0.0001127902,0.0002282587,0.01738896],"genre_scores_gemma":[0.9513816,0.001424391,0.0384798,0.0001449715,0.00002538899,0.0002815177,0.0001549765,0.00005348658,0.008053897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003581061,"threshold_uncertainty_score":0.01197982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}