{"id":"W7164887876","doi":"10.1080/17153379.2021.12559778","title":"Smart Cities in Asia: Governing Development in the Era of Hyper-Connectivity. Cities.","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Smart city","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":[0.0002307033,0.0001439177,0.0002329799,0.00009432399,0.00003930572,0.00002792084,0.000168506,0.00009714249,0.00006058831],"category_scores_gemma":[0.00009689187,0.0001266179,0.00004374233,0.0003808839,0.00007624483,0.00008931344,0.00006327178,0.0003462014,0.00001158076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119435,"about_ca_system_score_gemma":0.00005458488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004043751,"about_ca_topic_score_gemma":0.000673905,"domain_scores_codex":[0.9990909,0.00003354487,0.0002631135,0.0001546872,0.0001826725,0.000275131],"domain_scores_gemma":[0.9994923,0.0002008834,0.00002858694,0.0002442991,0.00001987911,0.0000139995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006761531,0.0004644206,0.5152967,0.001755537,0.000390963,0.000915408,0.2110931,0.01806098,0.006058141,0.0533189,0.007629525,0.1849487],"study_design_scores_gemma":[0.0004469972,0.00002272879,0.03644937,0.0002198987,0.000006253696,0.00003317468,0.9240916,0.0008584562,0.02142262,0.0008461005,0.01526994,0.0003328218],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582478,0.001396112,0.0002056228,0.0001653087,0.0002541958,0.0001006631,0.000009130204,0.000158866,0.2394623],"genre_scores_gemma":[0.9989347,0.0001890515,0.0006577713,0.000004018381,0.00001924604,0.00005241377,0.000008209549,0.00001812626,0.0001163967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7129985,"threshold_uncertainty_score":0.5163328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120669044293254,"score_gpt":0.1885274147993483,"score_spread":0.1773207243564157,"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."}}