{"id":"W2080602874","doi":"10.2139/ssrn.1926478","title":"Does Online Community Participation Foster Risky Financial Behavior?","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Finance; Financial system","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":[0.00390716,0.0001018991,0.0001403247,0.00005406745,0.001217934,0.00007752677,0.0003347888,0.0001182473,0.00008146412],"category_scores_gemma":[0.001161461,0.00007352696,0.0001016466,0.000162832,0.0002133872,0.0003367515,0.00004010044,0.001807055,0.00002210178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917977,"about_ca_system_score_gemma":0.001682978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316675,"about_ca_topic_score_gemma":0.09231391,"domain_scores_codex":[0.9969649,0.000805256,0.0002412676,0.00009286132,0.0003220668,0.0015737],"domain_scores_gemma":[0.9993275,0.0001221767,0.0001526859,0.0001193996,0.0001337648,0.0001444475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002013564,0.001725012,0.1562221,0.000006887075,0.00006970975,0.00001085106,0.09428108,3.124098e-7,0.00004147544,0.1556776,0.0003383743,0.5914252],"study_design_scores_gemma":[0.0008183746,0.0006465841,0.2410438,0.00004930937,0.0001414499,0.00001010402,0.08457272,0.000002432417,0.0000611806,0.6594338,0.01276762,0.0004525592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786441,0.00008381325,0.0001229315,0.0004281069,0.0007865983,0.000118015,0.000005851316,0.00005707829,0.01975346],"genre_scores_gemma":[0.9966289,0.000574754,0.0000529515,0.0001314188,0.0006889508,0.00001059987,0.000004740528,0.00001208155,0.001895642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5909726,"threshold_uncertainty_score":0.9367486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180940318014499,"score_gpt":0.3193489859300898,"score_spread":0.2775395827499448,"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."}}