{"id":"W7026984581","doi":"","title":"BSides Vancouver 2021 – Rossilyne Tan’s & Danielle Cheng’s ‘Get Smart On Smart ... - Security Boulevard","year":2021,"lang":"en","type":"other","venue":"","topic":"Feminism, Gender, and Sexuality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Boulevard; Government (linguistics); Smart city; Hacker","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001211377,0.0007262994,0.001113043,0.0002734323,0.001007973,0.0002872363,0.0006822784,0.0009624613,0.06284704],"category_scores_gemma":[0.0007132895,0.0006777075,0.0003995774,0.0006269517,0.0007862862,0.00008596093,0.000334812,0.0006745804,0.001427637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251625,"about_ca_system_score_gemma":0.0007189913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03239221,"about_ca_topic_score_gemma":0.6546847,"domain_scores_codex":[0.9950489,0.0006437585,0.0005649447,0.001249922,0.001419388,0.00107311],"domain_scores_gemma":[0.9976562,0.0003855312,0.0003217588,0.001078879,0.0001881786,0.0003694625],"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":[0.00001354336,0.0002465528,0.000837835,0.0001085399,0.0003204674,0.00001802675,0.03883707,5.364827e-7,0.000008157511,0.003403566,0.9556265,0.0005792297],"study_design_scores_gemma":[0.0003376206,0.0000312208,0.0001272269,0.0001536672,0.00007145197,7.136915e-7,0.04233253,8.320245e-7,0.00001682111,0.001032539,0.9550731,0.0008222733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003731746,0.003152701,0.00007907311,0.001113102,0.006281347,0.0005739161,0.0001795658,0.0003399782,0.9879072],"genre_scores_gemma":[0.001991079,0.003425873,0.0008385311,0.001711615,0.002650412,0.00007021789,0.0001848744,0.0002772151,0.9888502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6222925,"threshold_uncertainty_score":0.9995674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06109524589403666,"score_gpt":0.3426141521508181,"score_spread":0.2815189062567815,"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."}}