{"id":"W4238638671","doi":"10.24908/ss.v19i2.14916","title":"Smart Surveillance","year":2021,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004995831,0.000718714,0.0004062968,0.0009852115,0.0005194059,0.001725561,0.0008634655,0.0007002379,0.04233644],"category_scores_gemma":[0.0009941335,0.0003564291,0.0003971275,0.000499224,0.0003541042,0.001660937,0.001548191,0.0006894354,0.02382426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003878329,"about_ca_system_score_gemma":0.0005706305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152133,"about_ca_topic_score_gemma":0.001783416,"domain_scores_codex":[0.99953,0.0000471985,0.00002051224,0.0001405844,0.0002106792,0.00005112416],"domain_scores_gemma":[0.9993117,0.00008722569,0.00005600906,0.0002662656,0.0002029324,0.00007591103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003814475,0.0001585023,0.005962874,0.0002951028,0.00005759004,0.0002253438,0.0002751723,0.004641326,0.03926447,0.03958471,0.2028958,0.7062577],"study_design_scores_gemma":[0.00006276701,0.0002648857,0.008179027,0.0001257273,0.00008027111,0.0008078054,0.0002594145,0.04560183,0.03916417,0.02311568,0.882262,0.00007633782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0311776,0.001728882,0.3688878,0.00162715,0.001420473,0.0006709822,0.006191877,0.02853433,0.559761],"genre_scores_gemma":[0.3759522,0.002402239,0.2018082,0.002955036,0.000628046,0.0004581412,0.01980463,0.001596507,0.394395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9994806,"threshold_uncertainty_score":0.1416295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068826197454384,"score_gpt":0.2264973610227443,"score_spread":0.2158090990482004,"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."}}