{"id":"W7164732707","doi":"10.5281/zenodo.20689475","title":"Communication Systems for Smart City Infrastructure","year":2021,"lang":"","type":"article","venue":"Open MIND","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Interoperability; Smart city; Critical infrastructure; Standardization; The Internet; Communications system; Smart grid; Paradigm shift; Transparency (behavior)","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":[0.0007038628,0.000477511,0.000266801,0.001138867,0.001195898,0.004300925,0.0005360743,0.00248184,0.0267857],"category_scores_gemma":[0.002534822,0.0001815728,0.0003569366,0.001709401,0.001676182,0.004570711,0.002315194,0.002771266,0.005673388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914244,"about_ca_system_score_gemma":0.001616351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002676359,"about_ca_topic_score_gemma":0.002044777,"domain_scores_codex":[0.999328,0.0001872138,0.00004492929,0.0001407657,0.0002211079,0.00007804773],"domain_scores_gemma":[0.9989613,0.0003240989,0.0001338407,0.0001597417,0.000343654,0.00007725942],"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":[0.000008014911,0.000009753677,0.0003155046,0.0001307554,0.000006669348,0.00007368169,0.0001333828,0.001783293,0.0003983942,0.9117663,0.0444193,0.04095495],"study_design_scores_gemma":[0.000006384795,0.00001902336,0.0004779298,0.0002494295,0.000008260246,0.0001887319,0.0002125779,0.006947074,0.0003448963,0.3364064,0.6551207,0.00001866502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01265428,0.05037042,0.1868986,0.1166303,0.008279094,0.0002280556,0.001749212,0.001481124,0.621709],"genre_scores_gemma":[0.6146017,0.06993234,0.08299392,0.02075095,0.0084589,0.0006651261,0.002464235,0.0003634944,0.1997693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0267857,"threshold_uncertainty_score":0.08960712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445190608095851,"score_gpt":0.2692024938757167,"score_spread":0.2347505877947582,"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."}}