{"id":"W4386050037","doi":"10.1080/21624887.2023.2243017","title":"<i>CSoS</i> ECR outstanding research article award 2023 winner","year":2023,"lang":"en","type":"article","venue":"Critical Studies on Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Political science; Sociology","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":[0.006565596,0.00120214,0.001455382,0.001879227,0.002218632,0.01042944,0.001769355,0.006927663,0.1170127],"category_scores_gemma":[0.01784791,0.0003884066,0.00147424,0.001013254,0.00107472,0.002119641,0.001845509,0.00693629,0.1179114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003833512,"about_ca_system_score_gemma":0.009217993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229272,"about_ca_topic_score_gemma":0.01063544,"domain_scores_codex":[0.9936186,0.0003770843,0.0003455038,0.0004568954,0.0045017,0.0007001704],"domain_scores_gemma":[0.962865,0.001786313,0.0009933792,0.0006762875,0.02475118,0.008927871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001451526,0.000005683131,0.00001718417,0.00002639452,0.000001898489,0.00002109066,0.000001890193,0.000007111608,0.00005311165,0.0003679619,0.9960991,0.003383944],"study_design_scores_gemma":[0.00002023827,0.00002930635,0.0002307483,0.00008690282,0.000006905538,0.00007381399,0.00003764581,0.0000771596,0.000238856,0.0006060085,0.9985777,0.00001469197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003234453,0.0033092,0.0006623623,0.1057543,0.8218088,0.0001745769,0.0005377008,0.0004195209,0.06701009],"genre_scores_gemma":[0.00474535,0.006808089,0.001690581,0.07204706,0.2792898,0.000166373,0.001418482,0.001132262,0.632702],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1170127,"threshold_uncertainty_score":0.3914465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368272838737942,"score_gpt":0.4254735701234867,"score_spread":0.2886462862496925,"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."}}