{"id":"W1989455559","doi":"10.1145/2479724.2479738","title":"geoSmartCity","year":2013,"lang":"en","type":"article","venue":"","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Software deployment; ICTS; Key (lock); Geomatics; Smart city; Computer science; Knowledge management; Information and Communications Technology; Sustainability; Data science; Process management; Business; World Wide Web; Internet of Things; Geography; Computer security; Software engineering","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":[0.0003617902,0.0007667547,0.000374014,0.001015418,0.001529055,0.002290511,0.0008430929,0.0009180515,0.291205],"category_scores_gemma":[0.0007394344,0.000334284,0.0003475127,0.001574602,0.0004252298,0.001818478,0.002416255,0.00113712,0.1010861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016043,"about_ca_system_score_gemma":0.001984468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119994,"about_ca_topic_score_gemma":0.0204645,"domain_scores_codex":[0.9996567,0.00003975896,0.00001046101,0.0001040116,0.0001258921,0.00006320208],"domain_scores_gemma":[0.9995736,0.0000399533,0.0000252383,0.0001017544,0.0001340787,0.0001253353],"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":[0.0005308157,0.0001474632,0.004530602,0.0003560007,0.00002955177,0.0004182201,0.0005762058,0.001578848,0.003587276,0.04870144,0.7883797,0.151164],"study_design_scores_gemma":[0.00002770855,0.00002024326,0.001085047,0.00002668454,0.000006372328,0.00005336141,0.0001223492,0.0005717931,0.0006758967,0.001372442,0.9960284,0.000009853818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01897418,0.0007935743,0.01275132,0.00263438,0.00111223,0.000315837,0.03496709,0.02162872,0.9068226],"genre_scores_gemma":[0.1317715,0.001466208,0.02528656,0.001162525,0.000300662,0.0004083625,0.08335183,0.005433012,0.7508194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.291205,"threshold_uncertainty_score":0.9741777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259027490305717,"score_gpt":0.2822653770187307,"score_spread":0.2696751021156735,"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."}}