{"id":"W2122245002","doi":"10.3390/jrfm5010059","title":"The Behaviour of Small Investors in the Hong Kong Derivatives Markets: A Factor Analysis","year":2012,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial crisis; Exploratory factor analysis; Financial market; Business; Financial economics; Finance; Economics; Marketing; Macroeconomics","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":[0.001408097,0.0003000151,0.0003305521,0.0009567559,0.0004558646,0.00114761,0.0002163468,0.0002188422,0.001378012],"category_scores_gemma":[0.002629301,0.0001562387,0.0004307511,0.001321972,0.0004908127,0.0005686613,0.0005010252,0.000317848,0.0001793182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008884286,"about_ca_system_score_gemma":0.0008896061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06512091,"about_ca_topic_score_gemma":0.05687532,"domain_scores_codex":[0.9995577,0.0001624964,0.00004949273,0.0000548893,0.00007255698,0.0001028713],"domain_scores_gemma":[0.9968415,0.001212651,0.0008608985,0.0001599089,0.000476698,0.0004482346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007885276,0.00006636523,0.9924653,0.00001155573,0.00005280124,0.0001354924,0.002580944,0.0003662711,0.0002497561,0.00006980301,0.0001034511,0.00381948],"study_design_scores_gemma":[0.000002943302,0.00006494368,0.9935082,0.000007430497,0.00001865896,0.0000260379,0.00427342,0.001764506,0.00007932359,0.00002894366,0.0002181363,0.000007527261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997016,0.00001528856,0.00005503328,0.00001501281,9.716466e-7,0.000008361994,0.00004614325,4.213777e-7,0.0001572339],"genre_scores_gemma":[0.9995689,0.00002679965,0.00007096065,0.000006038878,0.000001608991,0.000006612188,0.00008530006,4.046815e-7,0.000233434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06512091,"threshold_uncertainty_score":0.1294837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388724189604221,"score_gpt":0.2120226804369658,"score_spread":0.1881354385409236,"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."}}