{"id":"W3011380666","doi":"10.24908/ss.v18i1.13530","title":"Creative Research Methodologies for Surveillance Studies","year":2020,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Political science; Criminology; Sociology; Data science; Engineering ethics; Computer security; Computer science; Engineering","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":[0.1608223,0.002032246,0.002062616,0.009498377,0.005125307,0.01720182,0.004836648,0.003756614,0.01275317],"category_scores_gemma":[0.1711256,0.00112649,0.001640197,0.008116286,0.03771681,0.01722745,0.01009001,0.008437201,0.003053337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006403078,"about_ca_system_score_gemma":0.0134533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505008,"about_ca_topic_score_gemma":0.001792601,"domain_scores_codex":[0.8340855,0.1498079,0.003526182,0.004853632,0.006734984,0.0009918147],"domain_scores_gemma":[0.6506838,0.2921168,0.007328109,0.0348384,0.0122388,0.002794134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002237511,0.00005581562,0.0004246024,0.00117426,0.00007094329,0.00009565045,0.01139751,0.0002765181,0.0001319147,0.9478247,0.00969636,0.02882923],"study_design_scores_gemma":[0.00005847672,0.00005080943,0.000337562,0.002823764,0.00003949894,0.0001223937,0.01048323,0.0009389537,0.0001986845,0.8807328,0.1041899,0.00002394032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004854623,0.03012234,0.7636383,0.06629585,0.005773737,0.003482218,0.0008530857,0.0006751277,0.1243048],"genre_scores_gemma":[0.1424603,0.01353281,0.798375,0.009842868,0.00285745,0.02123975,0.0005392297,0.0004023862,0.01075024],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1608223,"threshold_uncertainty_score":0.85052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3903228421977123,"score_gpt":0.4985190763523391,"score_spread":0.1081962341546267,"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."}}