{"id":"W4388102806","doi":"10.12928/fokus.v13i2.9081","title":"THE EFFECT OF FINANCIAL TECHNOLOGY, ONLINE SHOPPING, AND SELF-CONTROL ON CONSUMPTIVE BEHAVIOR","year":2023,"lang":"en","type":"article","venue":"Jurnal Fokus Manajemen Bisnis","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nonprobability sampling; Financial services; Control (management); Business; Sampling (signal processing); Marketing; FinTech; Finance; Economics; Computer science; Telecommunications; Management","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":[0.0007265294,0.0002272296,0.0002784865,0.0004085943,0.0004433233,0.0001159136,0.0003164712,0.00010708,0.00001113889],"category_scores_gemma":[0.0003835555,0.0001617748,0.00009670403,0.0006791237,0.0002632866,0.0001733384,0.0002101175,0.0002735788,0.00004370503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002536391,"about_ca_system_score_gemma":0.000020301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004504506,"about_ca_topic_score_gemma":0.00008878705,"domain_scores_codex":[0.9986942,0.0000291091,0.0003340048,0.0002898843,0.0002746181,0.0003781372],"domain_scores_gemma":[0.9990624,0.0002838157,0.0002524038,0.0002726582,0.0001107495,0.00001797244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001986666,0.00009177854,0.835191,0.00009336471,0.00006018224,0.00006417987,0.00001502597,0.000005180428,0.000752995,0.002485053,0.001373411,0.1596692],"study_design_scores_gemma":[0.001611761,0.0001759688,0.9466327,0.0001001603,0.0004679064,0.000007333706,0.00004600575,0.0002965867,0.0001443844,0.00009481964,0.05017319,0.0002491455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997091,0.0001674607,0.00000564514,0.0008725616,0.0003497855,0.0005402205,0.00001232385,0.000282811,0.0006781837],"genre_scores_gemma":[0.999142,0.0001044029,0.00001245602,0.0002173087,0.0001851476,0.0001026788,0.000008341968,0.00002330648,0.0002043524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594201,"threshold_uncertainty_score":0.6596987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007784295538101579,"score_gpt":0.2479093575046922,"score_spread":0.2401250619665906,"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."}}