{"id":"W2153568370","doi":"10.3905/jwm.2015.17.4.021","title":"Fear, Predatory Webs, and Blind Trust Characterize Market Bubbles","year":2014,"lang":"en","type":"article","venue":"The journal of wealth management","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Optimism; Financial market; Herd behavior; Economics; Phase (matter); Predation; Psychology; Finance; Ecology; Social psychology; Geography; Biology; Herding","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":[0.0008404796,0.0002572133,0.000329229,0.001038631,0.0006250818,0.002127161,0.0004435868,0.001529148,0.001953799],"category_scores_gemma":[0.007352383,0.0002253512,0.0004218714,0.0004919054,0.004110751,0.004662628,0.001265561,0.001258306,0.0001572667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007684288,"about_ca_system_score_gemma":0.0004306915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108246,"about_ca_topic_score_gemma":0.000670586,"domain_scores_codex":[0.9994748,0.0001317441,0.00004378002,0.00008855732,0.0001742654,0.00008685102],"domain_scores_gemma":[0.9957988,0.001630373,0.001731579,0.0002559397,0.0003087429,0.0002745005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001580013,0.0001184369,0.03728402,0.0001641707,0.00007135187,0.00130397,0.004111981,0.006917696,0.007954543,0.9055241,0.003689668,0.03270203],"study_design_scores_gemma":[0.00002242725,0.0001190568,0.03848513,0.00006099562,0.00004203373,0.002162164,0.00240501,0.04978304,0.001579209,0.8996304,0.005618495,0.00009210486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7736111,0.001627404,0.1526222,0.006267053,0.0001840838,0.0001251337,0.0001894197,0.0001956027,0.0651781],"genre_scores_gemma":[0.9946107,0.0002150753,0.004066532,0.0001482826,0.00005014335,0.00002379002,0.00002470319,0.000007502922,0.0008532002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002127161,"threshold_uncertainty_score":0.006536126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976381615677926,"score_gpt":0.2099635314652268,"score_spread":0.1901997153084475,"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."}}