{"id":"W3124997822","doi":"10.2139/ssrn.255779","title":"Industry Risk and Market Integration","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Business","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002065969,0.00009858594,0.0001841027,0.0001358589,0.000209553,0.00006790547,0.0001010626,0.0002427306,0.0001262567],"category_scores_gemma":[0.0001885846,0.0001041174,0.00005864287,0.0001400435,0.00002502191,0.0002619423,0.00001957209,0.003139117,0.00003534285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335761,"about_ca_system_score_gemma":0.0001462918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004162631,"about_ca_topic_score_gemma":0.0006741853,"domain_scores_codex":[0.9985327,0.00002097418,0.0003574975,0.0001849457,0.0000286568,0.000875283],"domain_scores_gemma":[0.9995639,0.00002247581,0.000225176,0.0001060414,0.00002482388,0.00005759044],"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":[0.00005293019,0.00003428877,0.4379607,0.000001855647,0.00003580642,0.000001594137,0.0001854551,0.00003014404,0.000004266412,0.4413736,0.0001794916,0.1201399],"study_design_scores_gemma":[0.0004031328,0.0001148066,0.04332636,0.000009920957,0.00000700383,0.0001320658,0.0004274937,0.0120759,0.000003412747,0.9324079,0.01093753,0.000154539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849956,0.00841278,0.09700602,0.0004110079,0.0001594202,0.00005669485,0.000008021622,0.00001571325,0.00893474],"genre_scores_gemma":[0.9709003,0.02657341,0.0001717111,0.00005774478,0.0002139284,0.000001969812,0.000001346416,0.00001226206,0.002067355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4910342,"threshold_uncertainty_score":0.9991607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564256123097774,"score_gpt":0.2164273185539317,"score_spread":0.200784757322954,"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."}}