{"id":"W1804469989","doi":"10.24908/ss.v13i2.5680","title":"Law, Surveillance, and Financial Markets","year":2015,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Financial market; Law and economics; Financial system; Business; Economics; Law; Political science; Finance","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":[0.002330061,0.0002167497,0.0003595146,0.00001376665,0.0006264656,0.0001489152,0.0002678268,0.0002156739,0.00006057756],"category_scores_gemma":[0.0005813785,0.0002229953,0.0001653025,0.0003266588,0.0008821718,0.0003318668,0.00009768629,0.0002368611,0.0000284029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238703,"about_ca_system_score_gemma":0.0004525529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01046378,"about_ca_topic_score_gemma":0.0351222,"domain_scores_codex":[0.9977043,0.0003071199,0.0002381383,0.0004404515,0.000661282,0.00064866],"domain_scores_gemma":[0.9987041,0.0003343165,0.0001511596,0.0002810267,0.0002199051,0.0003095342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001881688,0.0001721046,0.3338296,0.00007121023,0.0000669884,0.0000168776,0.07477539,0.000009265937,0.0000915358,0.06429365,0.5092153,0.01726993],"study_design_scores_gemma":[0.000638184,0.00003024275,0.1143748,0.00001038558,0.000002786892,0.000002230048,0.004570811,0.00002743887,0.00001778005,0.002328674,0.8776467,0.000349901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7675158,0.004179281,0.000226051,0.002227301,0.001903348,0.0004152216,0.0001782668,0.0003472403,0.2230074],"genre_scores_gemma":[0.9925647,0.00173049,0.0002473405,0.001181365,0.0009489169,0.00001711924,0.00001088316,0.0000235534,0.003275649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684315,"threshold_uncertainty_score":0.9961256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233479137972564,"score_gpt":0.2766016304513823,"score_spread":0.2532537166541259,"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."}}