{"id":"W2131152982","doi":"10.5539/ass.v10n4p78","title":"The Benefits of Diversification in Asean Stock Market to Malaysia Investors","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Business; Attractiveness; Stock exchange; Efficient frontier; Portfolio; Stock market; International economics; Finance; Economics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363901,0.0001506139,0.0001190227,0.0003853111,0.0002040632,0.0008980134,0.00009516793,0.0002695822,0.001434138],"category_scores_gemma":[0.001794498,0.00005037248,0.0001849977,0.0002857568,0.0002071949,0.0006827881,0.0004046855,0.0002520327,0.000105574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165678,"about_ca_system_score_gemma":0.0002891763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443383,"about_ca_topic_score_gemma":0.003671424,"domain_scores_codex":[0.9998549,0.00005749365,0.000009311537,0.00001192453,0.00003273272,0.00003354272],"domain_scores_gemma":[0.9993132,0.0002048796,0.0002423783,0.0000348412,0.000111192,0.00009350739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000945028,0.0002949832,0.8563357,0.0001311854,0.0002055238,0.002394594,0.0007251968,0.02237058,0.01166878,0.01480093,0.00170415,0.08842334],"study_design_scores_gemma":[0.00003666374,0.0005917961,0.9587427,0.00006377527,0.0001343132,0.0007151765,0.00179593,0.02504855,0.003505545,0.005630291,0.003709995,0.00002515372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957948,0.0002646646,0.0001623394,0.0001517033,0.000002615512,0.000003339171,0.00003464636,0.000002197221,0.003583751],"genre_scores_gemma":[0.9995524,0.0001083336,0.00005386002,0.00001049117,0.000002927027,7.144588e-7,0.00001634119,2.397644e-7,0.0002546885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002443383,"threshold_uncertainty_score":0.004858315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268247786507159,"score_gpt":0.2233622071998328,"score_spread":0.1965374285491169,"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."}}