{"id":"W4394828430","doi":"10.2139/ssrn.4772956","title":"Governing AI Agents","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Download; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002769625,0.000351276,0.000255461,0.0004955917,0.00142593,0.003773197,0.001081305,0.002397433,0.01710826],"category_scores_gemma":[0.00875435,0.0002009455,0.0002790577,0.000593546,0.002610169,0.002460389,0.001535739,0.002981237,0.002701883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426543,"about_ca_system_score_gemma":0.002118506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198817,"about_ca_topic_score_gemma":0.001385491,"domain_scores_codex":[0.9978942,0.0006090938,0.0001228981,0.0003441636,0.0007648605,0.0002647508],"domain_scores_gemma":[0.9971675,0.001046769,0.0002891614,0.0005579688,0.0006475663,0.0002908687],"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":[0.000007984523,0.00002415384,0.0002892311,0.00001922969,0.000005142302,0.00004212923,0.000289182,0.0006138823,0.0003307018,0.9849259,0.006123513,0.007328797],"study_design_scores_gemma":[0.00002790769,0.00002534596,0.0004704564,0.00004291049,0.000009894187,0.00008176573,0.0003363514,0.005203789,0.0006265479,0.8558026,0.1373623,0.00001026792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01904492,0.000490561,0.02879464,0.01460138,0.0005855534,0.0001743235,0.0001356716,0.00008108991,0.936092],"genre_scores_gemma":[0.6765856,0.0009505128,0.01106295,0.005010012,0.0004656203,0.0003808816,0.000159379,0.00003733774,0.3053477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01710826,"threshold_uncertainty_score":0.05723286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661029909154691,"score_gpt":0.3958879204953868,"score_spread":0.3492776214038399,"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."}}