{"id":"W4235913782","doi":"10.1109/mspec.2021.9370148","title":"CrossTalk","year":2021,"lang":"nl","type":"article","venue":"IEEE Spectrum","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smart city; Telecommunications; Business; Engineering; Architectural engineering; Computer security; Computer science; Internet of Things","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":[0.001471003,0.001006214,0.0004067673,0.001353234,0.00250643,0.00705233,0.001299991,0.002653033,0.5187919],"category_scores_gemma":[0.005049545,0.0003221256,0.0004694956,0.001021792,0.0007947077,0.002871404,0.002970242,0.002766585,0.3233152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529714,"about_ca_system_score_gemma":0.002410502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865745,"about_ca_topic_score_gemma":0.003873425,"domain_scores_codex":[0.9982401,0.0003174588,0.00008031662,0.0002941625,0.0008041921,0.000263726],"domain_scores_gemma":[0.9955856,0.0004508891,0.0001482516,0.0004224822,0.002262188,0.001130546],"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":[0.00004047073,0.00001594261,0.00008901401,0.00008516471,0.000003445922,0.0000863813,0.0001347857,0.00004576049,0.0006174633,0.007108589,0.9441218,0.04765119],"study_design_scores_gemma":[0.000003742496,0.000007060841,0.00007223416,0.00003125221,0.000001987369,0.00008864834,0.0001004722,0.00003123829,0.0001252485,0.0009843459,0.9985499,0.00000383612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001014873,0.003070656,0.005056847,0.02496917,0.06427546,0.0001136125,0.001292616,0.002223533,0.8979832],"genre_scores_gemma":[0.008160324,0.001958215,0.001082135,0.009665611,0.00884489,0.000058534,0.0008444694,0.0007048173,0.968681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5187919,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106468750399176,"score_gpt":0.2130520235851373,"score_spread":0.2019873360811456,"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."}}