{"id":"W3124005213","doi":"","title":"The Role of Externalities and Information Aggregation in Market Collapse","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Externality; Microeconomics; Ex-ante; Economics; Network effect; Information aggregation; Aggregate (composite); Computer science","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":[0.001092421,0.0000531269,0.0001517834,0.0001439149,0.0001643249,0.00003947389,0.00008908226,0.00002521269,0.00004271177],"category_scores_gemma":[0.00004746943,0.00004557697,0.00004975654,0.0001532429,0.00003975349,0.0004575565,0.00001703557,0.0002093479,0.000007949528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688405,"about_ca_system_score_gemma":0.0001029734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009304182,"about_ca_topic_score_gemma":0.001079413,"domain_scores_codex":[0.9990258,0.00001779837,0.0004700049,0.00005361668,0.00003555194,0.0003972529],"domain_scores_gemma":[0.9994777,0.00003197953,0.0003582898,0.00008216481,0.0000313051,0.00001849502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003444186,0.000008359427,0.09216366,0.000004131343,0.00005861474,2.613687e-7,0.0006094956,0.00002099764,0.000002175053,0.8936044,0.00003274006,0.0134607],"study_design_scores_gemma":[0.0006256198,0.00012196,0.0688977,0.00001692373,0.000005488535,0.0002417807,0.005566843,0.004554444,0.00001701613,0.8211995,0.09861825,0.0001344401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552242,0.03159291,0.0005803465,0.0002519062,0.00006144275,0.00007630711,0.000008366322,0.000003799965,0.01220079],"genre_scores_gemma":[0.9770398,0.02166996,0.00001437959,0.000009477582,0.00003269859,0.000002769482,9.693034e-7,0.000003255144,0.001226731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09858551,"threshold_uncertainty_score":0.1858575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005901898428238577,"score_gpt":0.167829291777401,"score_spread":0.1619273933491624,"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."}}