{"id":"W4281488618","doi":"10.1186/s40410-022-00161-6","title":"Strategies of visibility in the smart city","year":2022,"lang":"en","type":"article","venue":"City Territory and Architecture","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Malmö Högskola; Svenska Forskningsrådet Formas","keywords":"Visibility; Smart city; Confusion; Architectural engineering; Computer science; Computer security; Internet of Things; Telecommunications; Engineering; Geography; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003265161,0.0006521819,0.0003727135,0.002411972,0.006444352,0.0131229,0.0009696184,0.002356252,0.002644291],"category_scores_gemma":[0.005257751,0.0003524391,0.0005512638,0.0018843,0.03701527,0.008556324,0.01133088,0.001985914,0.0002451597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008470564,"about_ca_system_score_gemma":0.006308386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01515052,"about_ca_topic_score_gemma":0.01172998,"domain_scores_codex":[0.9940608,0.003644164,0.0001388026,0.0004129556,0.0007699471,0.0009734036],"domain_scores_gemma":[0.9964624,0.001680824,0.0003981438,0.0005581478,0.0004873039,0.0004132128],"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":[0.000007262054,0.000007169534,0.0007343231,0.00001818195,0.000004219646,0.000114595,0.0291617,0.0004102834,0.000167416,0.9662484,0.0002748734,0.002851578],"study_design_scores_gemma":[0.00002275113,0.00005003305,0.002101628,0.0002361538,0.00002630393,0.0003914398,0.1625137,0.005406515,0.001246157,0.7412792,0.08668624,0.0000397635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3750527,0.001059953,0.05872517,0.007664106,0.00006447217,0.0001344383,0.00004676408,0.0001056703,0.5571467],"genre_scores_gemma":[0.996245,0.00009700405,0.001483983,0.000045468,0.00000241795,0.00002134187,0.000005108525,0.00001116149,0.00208864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01515052,"threshold_uncertainty_score":0.06145853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062670244034047,"score_gpt":0.2039438963485619,"score_spread":0.1933171939082214,"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."}}