{"id":"W4395462059","doi":"10.18280/isi.290236","title":"Smart Cities and Sustainable Urban Development in Morocco","year":2024,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Sustainable development; Environmental planning; Regional science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008597749,0.0001057489,0.0001127237,0.0003277569,0.0004587893,0.0004896703,0.00009350548,0.00009098041,0.00006547953],"category_scores_gemma":[0.0001159577,0.00009825864,0.0000179796,0.0003610289,0.0001807555,0.002692744,0.00005913957,0.00009705613,0.00007154232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000520514,"about_ca_system_score_gemma":0.0003848799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007170876,"about_ca_topic_score_gemma":0.00056284,"domain_scores_codex":[0.9989184,0.00004980963,0.0003132304,0.00009575679,0.0002359424,0.0003868275],"domain_scores_gemma":[0.9996902,0.0000581401,0.00004097717,0.00005220863,0.00008925155,0.00006922222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001247145,0.00001082611,0.01095035,0.0009212653,0.00002951402,0.00001965762,0.5510163,0.000006245052,0.000004617962,0.33504,0.005250115,0.09673859],"study_design_scores_gemma":[0.0001681526,0.00001951473,0.03492346,0.0003687389,0.000004836486,0.000004488016,0.124118,0.0001707074,0.000103948,0.009133112,0.8307017,0.0002833558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7443404,0.004125049,0.0005810655,0.0008646843,0.0005378168,0.0005203311,0.000002651727,0.0003921937,0.2486358],"genre_scores_gemma":[0.9925828,0.0004935472,0.0004347322,0.00007784382,0.00005085639,0.00005036511,0.00001724004,0.000005933833,0.006286686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8254516,"threshold_uncertainty_score":0.4721901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698814675537719,"score_gpt":0.2439378770558404,"score_spread":0.2269497303004632,"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."}}