{"id":"W4285676765","doi":"10.29173/crossings52","title":"A Synthesized Approach to Explaining the Expansion of Surveillance: Risk Perceptions and Surveillance as a Positive Feedback Loop","year":2022,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Position (finance); Process (computing); Sociology; Public relations; Business; Political science; Computer science","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":[0.005172865,0.0008221995,0.0004806236,0.004787791,0.001742148,0.007775889,0.001551866,0.002693912,0.008243128],"category_scores_gemma":[0.009526853,0.0002708779,0.00075197,0.002170784,0.01012165,0.008588136,0.002942259,0.002768421,0.0005603093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004563893,"about_ca_system_score_gemma":0.002493373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710206,"about_ca_topic_score_gemma":0.002422296,"domain_scores_codex":[0.9972534,0.001778308,0.0001300085,0.0003024211,0.0003871143,0.0001487288],"domain_scores_gemma":[0.9894275,0.008133492,0.001046861,0.0003645164,0.0007836306,0.0002439518],"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":[0.00002584867,0.00004332277,0.002154362,0.0004607665,0.00002341555,0.0003086948,0.02354015,0.00185422,0.0004933201,0.9573377,0.001246715,0.01251144],"study_design_scores_gemma":[0.00002310119,0.0001366705,0.00491466,0.001667381,0.00004972427,0.0004921217,0.03779799,0.01071898,0.0005782688,0.8548253,0.0887453,0.00005056751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.113668,0.03412974,0.4139216,0.09515399,0.002053604,0.0006255374,0.0006846187,0.0002094674,0.3395534],"genre_scores_gemma":[0.9548823,0.00744028,0.02896712,0.002507586,0.0003864198,0.0002598606,0.0001215239,0.00003933131,0.005395496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008243128,"threshold_uncertainty_score":0.03311354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618621068378409,"score_gpt":0.3121218213255277,"score_spread":0.2859356106417437,"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."}}