{"id":"W2265196435","doi":"","title":"Structured to Survive","year":2012,"lang":"zh","type":"article","venue":"今日中国：英文版","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economics; Business; Economy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004338045,0.0003076221,0.0005641262,0.0002416816,0.0001891994,0.0001300752,0.0003332353,0.0002693037,0.00311149],"category_scores_gemma":[0.0003227323,0.0003772152,0.0002081028,0.0005787198,0.00005803673,0.0003578426,0.0001475835,0.0001824361,0.009565905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113886,"about_ca_system_score_gemma":0.00003800518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105274,"about_ca_topic_score_gemma":0.0003995764,"domain_scores_codex":[0.9978465,0.00002905735,0.0007038498,0.0004756525,0.00009358883,0.0008513854],"domain_scores_gemma":[0.9985288,0.00004433965,0.0002880823,0.0005638109,0.00007229217,0.0005026936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004243683,0.0001285339,0.1783769,0.0000350767,0.00005806726,0.000002187328,0.004782833,0.00006812284,0.00002315727,0.7860106,0.02083972,0.009632426],"study_design_scores_gemma":[0.0003234515,0.00005975562,0.484729,0.0000155707,0.00001274907,0.000002998056,0.0005047747,0.00004998483,0.00007495068,0.007407057,0.5064124,0.0004072427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689835,0.008444102,0.001788979,0.002113807,0.007921348,0.0005702469,0.0009591364,0.00007711872,0.2091417],"genre_scores_gemma":[0.9868307,0.0001885306,0.0005783433,0.001355426,0.001111884,0.00001543295,0.00003671302,0.00004183344,0.009841146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7786035,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03433469336154696,"score_gpt":0.240030156219261,"score_spread":0.2056954628577141,"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."}}