{"id":"W7020992064","doi":"","title":"Navigating Financial Systems: Addressing Digital Banking Barriers for East Asian Immigrants in Canada","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Thematic analysis; Participatory design; Usability; Focus group; Financial inclusion; Session (web analytics); Financial services; Autonomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001181106,0.0008714645,0.001371333,0.002403295,0.002483713,0.00109384,0.004787681,0.0009111853,0.00001314341],"category_scores_gemma":[0.0005108938,0.001202233,0.0003094424,0.004355566,0.0007161016,0.001618366,0.0016772,0.002881322,0.00004837354],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01575329,"about_ca_system_score_gemma":0.02974511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9257681,"about_ca_topic_score_gemma":0.8992844,"domain_scores_codex":[0.9920574,0.001527269,0.0005359588,0.001993983,0.001789674,0.002095661],"domain_scores_gemma":[0.9959131,0.0003428957,0.0007152964,0.001259992,0.0008130143,0.0009556315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00241482,0.0001863551,0.0151704,0.001440787,0.0007814977,0.01254095,0.001307728,0.0003714873,0.0002116023,0.8247105,0.137696,0.00316779],"study_design_scores_gemma":[0.004473151,0.0001255797,0.0006994571,0.01036898,0.0001659633,0.00002967579,0.03390738,0.0006120228,0.00004821615,0.00001501499,0.9481351,0.001419496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005025091,0.0002443544,0.0001552193,0.0001361449,0.0008413493,0.003872023,0.003398316,0.0002031785,0.9861243],"genre_scores_gemma":[0.1535548,0.00002674553,0.000173512,0.00001461153,0.000260121,0.000004253336,0.0003163925,0.0004729611,0.8451766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8246955,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037446179216857,"score_gpt":0.2915972363243881,"score_spread":0.2512227745322195,"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."}}