{"id":"W7038064448","doi":"","title":"Global Corruption: Its Regulation under International Conventions, US, UK, and Canadian Law and Practice","year":2022,"lang":"en","type":"book","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International law; Key (lock); Set (abstract data type); Public law; Public policy; Law reform","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00101101,0.000124665,0.0001726755,0.0002697894,0.001507949,0.0002668073,0.0004074935,0.0001848232,0.00007651118],"category_scores_gemma":[0.0001171154,0.000172001,0.00003108606,0.0001974008,0.0002578342,0.0004523175,0.0005642565,0.0006299877,0.000002808646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273459,"about_ca_system_score_gemma":0.0005868699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063915,"about_ca_topic_score_gemma":0.001718035,"domain_scores_codex":[0.9980841,0.0005171035,0.0001363909,0.0004587947,0.0005916524,0.0002119178],"domain_scores_gemma":[0.9983885,0.0003530182,0.0001952624,0.000208136,0.0006233584,0.0002317589],"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":[0.0002847777,0.0001129857,0.004514066,0.0002556556,0.0004817368,0.0003667967,0.003350265,0.004571834,0.00009627429,0.9290681,0.05235954,0.004537924],"study_design_scores_gemma":[0.0004736366,0.0003855393,0.005934471,0.0001432818,0.00002808218,0.0002648255,0.0005369148,0.02342169,0.000002373532,0.003954974,0.9645723,0.0002819095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001925212,0.003021859,0.04120214,0.00244974,0.001146951,0.0005502577,0.00003052826,0.0002669301,0.9494064],"genre_scores_gemma":[0.2713556,0.002786987,0.02208463,0.000188423,0.000491525,0.000002936727,0.0002595579,0.00003265531,0.7027977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9251131,"threshold_uncertainty_score":0.999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295172815340581,"score_gpt":0.288468880937069,"score_spread":0.2589515994030109,"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."}}