{"id":"W4389636291","doi":"10.47670/wuwijar202371amim","title":"Factors Influencing Real Estate Purchasing in Dubai","year":2023,"lang":"en","type":"article","venue":"Westcliff International Journal of Applied Research","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"","keywords":"Purchasing; Real estate; Theory of planned behavior; Control (management); Marketing; Business; USable; Empirical research; Psychology; Advertising; Economics; Computer science; Management; Finance; Mathematics","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":[0.00822832,0.00009818457,0.0001960414,0.001354309,0.0002678256,0.0002222626,0.001025417,0.0001024087,0.0002192678],"category_scores_gemma":[0.000697542,0.00009196904,0.00006695407,0.0007234355,0.0003192371,0.0003070108,0.0001970361,0.0007190721,0.000193542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254416,"about_ca_system_score_gemma":0.0009428073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298215,"about_ca_topic_score_gemma":0.0007001645,"domain_scores_codex":[0.9965976,0.0002237249,0.0005973055,0.0001809209,0.001862185,0.0005382326],"domain_scores_gemma":[0.997856,0.00115644,0.0002200217,0.00009167343,0.000504498,0.0001713887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003915298,0.000203743,0.3058963,0.00002052374,0.0003198298,0.0005438527,0.4733702,0.001732791,0.007537131,0.04441439,0.006428249,0.1591415],"study_design_scores_gemma":[0.002618046,0.0001004942,0.444859,0.0003112507,0.00000927219,0.00001013315,0.422513,0.0002025004,0.00293939,0.0378455,0.0880281,0.0005633496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896437,0.000003555362,0.000006691935,0.00187504,0.0008195909,0.0001318515,0.000002530887,0.00002882554,0.1006949],"genre_scores_gemma":[0.9972317,0.001360748,0.0003315395,0.00004575459,0.0005334864,0.000008899538,0.000005037272,0.00001801836,0.0004647995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585782,"threshold_uncertainty_score":0.3750389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487616388240927,"score_gpt":0.4581429838635814,"score_spread":0.3093813450394888,"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."}}