{"id":"W659492332","doi":"","title":"Regulating Online Behavioral Advertising, 44 J. Marshall L. Rev. 899 (2011)","year":2011,"lang":"en","type":"article","venue":"UIC Law Open Access Repository (University of Illinois at Chicago)","topic":"Business Law and Ethics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Psychology; Advertising; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003961247,0.0003565699,0.000580597,0.0001611418,0.001376902,0.0005513496,0.003173726,0.0003303107,0.002014007],"category_scores_gemma":[0.00001862276,0.0003901848,0.0002205747,0.0004373416,0.0005410665,0.006678878,0.004735752,0.0004159566,0.0001338513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276231,"about_ca_system_score_gemma":0.0000791611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07349839,"about_ca_topic_score_gemma":0.0111698,"domain_scores_codex":[0.9977382,0.00005042097,0.0004786519,0.00075155,0.0005115246,0.0004696684],"domain_scores_gemma":[0.9975665,0.00003747407,0.0009002656,0.0009017924,0.0005282423,0.0000656753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004302229,0.006615593,0.5379834,0.00356738,0.000960232,0.002395015,0.004648754,0.000314138,0.02313417,0.3475969,0.04826303,0.0202192],"study_design_scores_gemma":[0.007565077,0.00018427,0.6280494,0.001598566,0.001882305,0.0001242857,0.00284578,0.003716431,0.006876453,0.009267965,0.3340824,0.003807089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827242,0.0001159111,0.0001085187,0.000564511,0.0007062891,0.0004828855,0.00001564192,0.0001615869,0.1706027],"genre_scores_gemma":[0.9887702,0.00004030395,0.0017968,0.0007669704,0.0004082285,0.000001451952,0.0001216054,0.00005727098,0.008037168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3383289,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07502167232764793,"score_gpt":0.2788031705706153,"score_spread":0.2037814982429674,"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."}}