{"id":"W3123594944","doi":"10.2139/ssrn.3177496","title":"A Smart-City Scope of Operations Management","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Scope (computer science); Business; Smart city; Process management; Computer science; Computer security; Internet of Things","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320243,0.00006119305,0.00006957963,0.0000981198,0.00009025756,0.00001285283,0.00009558259,0.00002424438,0.0001208691],"category_scores_gemma":[0.000003975831,0.00006022909,0.00003590566,0.0002341708,0.00003737377,0.0001021001,0.000003617818,0.0003223313,0.00002324292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148125,"about_ca_system_score_gemma":0.0001595446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742501,"about_ca_topic_score_gemma":0.002449288,"domain_scores_codex":[0.9991199,0.000007570636,0.0002210915,0.00005676332,0.0001005436,0.0004941142],"domain_scores_gemma":[0.9997504,0.000003813198,0.00001675631,0.0001022,0.0001005147,0.00002634993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001709313,0.0001114818,0.002768814,0.00003326035,0.0005040913,0.000001316761,0.0004486762,0.006022815,0.004479838,0.9558168,0.0005395907,0.02925624],"study_design_scores_gemma":[0.01150374,0.002952367,0.4497515,0.0004689672,0.0009692032,0.0006497489,0.01079852,0.02059951,0.06208152,0.3036206,0.1337931,0.002811176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7628407,0.0003355042,0.2212794,0.0001965623,0.0002955596,0.0001496334,0.000006325007,0.00009284856,0.01480339],"genre_scores_gemma":[0.9975033,0.0009174225,0.0009160417,0.00002871255,0.00006826093,0.000005683117,0.000005520662,0.000009483279,0.0005455221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6521962,"threshold_uncertainty_score":0.2456071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007582836353748634,"score_gpt":0.2306072665238243,"score_spread":0.2230244301700756,"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."}}