{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586044,0.0002049301,0.0003294965,0.0009121547,0.0008903396,0.001674367,0.0005363383,0.00203329,0.01342277],"category_scores_gemma":[0.01154704,0.0002665074,0.0004401984,0.0007164764,0.0007960538,0.001225878,0.0009133723,0.001268448,0.0007535514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106176,"about_ca_system_score_gemma":0.0006921685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870319,"about_ca_topic_score_gemma":0.008964515,"domain_scores_codex":[0.9989206,0.0004838977,0.00003424009,0.0001207832,0.0001466791,0.0002937348],"domain_scores_gemma":[0.986207,0.004814146,0.003523693,0.000852274,0.0006107156,0.003992087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009209189,0.0035088,0.9753881,0.0000286118,0.0001575474,0.000180878,0.0007386111,0.00005737204,0.0004531048,0.0008070699,0.0004727462,0.01728624],"study_design_scores_gemma":[0.00004081297,0.0004373296,0.9948638,0.00003309424,0.0001027556,0.0001613844,0.001813969,0.0003510947,0.0001818367,0.00122513,0.0007799233,0.000008944469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965056,0.0001457484,0.00004733177,0.0006965958,0.00001899859,0.000006961437,0.00004832449,0.000002582392,0.002527957],"genre_scores_gemma":[0.9990624,0.00009445607,0.0000331098,0.00009046982,0.00002459808,0.000004315678,0.00002778723,0.000001462497,0.0006615197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342277,"threshold_uncertainty_score":0.0449037,"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."}}