{"id":"W2143146117","doi":"10.24908/ss.v8i2.3480","title":"Surveillance and Empowerment","year":2010,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"Arizona State University; Vanderbilt University; National Science Foundation","keywords":"Empowerment; Political science; Sociology; Law","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":[0.0009022544,0.0002447829,0.0002593521,0.00003567527,0.0004338573,0.0001155415,0.0003754558,0.0001655162,0.0003418812],"category_scores_gemma":[0.001145218,0.0002323864,0.0001124651,0.0005522924,0.001123096,0.0001550942,0.0002201828,0.000868884,0.00008981612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003724221,"about_ca_system_score_gemma":0.00007864855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001725172,"about_ca_topic_score_gemma":0.0001748254,"domain_scores_codex":[0.9976321,0.0001261811,0.0003839819,0.0007702793,0.0005486141,0.0005387763],"domain_scores_gemma":[0.9983253,0.0006398493,0.0001754713,0.0005745579,0.0001115147,0.000173323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001019873,0.000117652,0.02161715,0.00003861765,0.00000987621,0.000007161796,0.0007443868,8.628867e-7,0.9540234,0.007872295,0.01307954,0.002478933],"study_design_scores_gemma":[0.002615618,0.0002771343,0.3393512,0.00003134412,0.000007471286,0.00008561989,0.0003815648,0.0009664487,0.2144113,0.01246305,0.4277465,0.001662766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877872,0.00004059351,0.0005417927,0.004953185,0.001767988,0.0003323838,0.00008749345,0.0003066445,0.004182716],"genre_scores_gemma":[0.9927094,0.0003647199,0.0006798244,0.005067559,0.0002639013,0.00003556014,0.000009156938,0.00003429387,0.0008355621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.739612,"threshold_uncertainty_score":0.9476442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684413060567606,"score_gpt":0.3022956331908285,"score_spread":0.2754515025851524,"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."}}