{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01212222,0.0004196445,0.0004890505,0.001528424,0.007636563,0.01127122,0.001226971,0.00693605,0.01183536],"category_scores_gemma":[0.02482124,0.0002114266,0.0005988072,0.0012948,0.0230194,0.01524241,0.00753321,0.007222936,0.0008447144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003840062,"about_ca_system_score_gemma":0.007446624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589765,"about_ca_topic_score_gemma":0.003331216,"domain_scores_codex":[0.9864461,0.00872834,0.0004670915,0.0009600438,0.00175972,0.001638664],"domain_scores_gemma":[0.9807029,0.01490597,0.001132777,0.0009122026,0.001093856,0.001252385],"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":[0.000005864606,0.00001270609,0.0003972508,0.00005171966,0.000003774648,0.00004306701,0.005182024,0.00005445177,0.0000156006,0.9300002,0.04437774,0.01985563],"study_design_scores_gemma":[0.000006150434,0.00002169824,0.0005196513,0.000474516,0.000005191488,0.0001660914,0.005748504,0.0001202491,0.00007012333,0.2442656,0.7485878,0.00001437528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005240292,0.02721247,0.004788858,0.6593435,0.01164686,0.00002704947,0.0000384321,0.0000481273,0.2916544],"genre_scores_gemma":[0.6267501,0.05877747,0.003321826,0.1867694,0.04230146,0.0001774639,0.0001214868,0.0001622189,0.08161871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01212222,"threshold_uncertainty_score":0.06410915,"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."}}