{"id":"W4400998302","doi":"10.69645/wejr4447","title":"Innovative solutions for creating sustainable cities","year":2023,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Business; Environmental planning; Economic geography; Regional science; Geography","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":[0.001543042,0.0006238703,0.0002352829,0.001060148,0.001700117,0.006340198,0.001022966,0.002925093,0.0161108],"category_scores_gemma":[0.001466934,0.0002218012,0.0004863001,0.001347525,0.002763457,0.007007806,0.004760513,0.0022668,0.003784352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002086488,"about_ca_system_score_gemma":0.003842102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393159,"about_ca_topic_score_gemma":0.00485377,"domain_scores_codex":[0.9990393,0.0002578509,0.00003311011,0.00009313897,0.0003902488,0.0001863738],"domain_scores_gemma":[0.9995053,0.0001159025,0.00003691594,0.00006865326,0.0001647341,0.0001084303],"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":[0.00001453211,0.00007577566,0.0003703435,0.0004136574,0.00001998641,0.0001433715,0.001081841,0.001589447,0.002061656,0.8141275,0.05527794,0.124824],"study_design_scores_gemma":[0.00001203053,0.0000350631,0.0002390279,0.0003262074,0.00001453478,0.0001034876,0.00246595,0.001954531,0.001552964,0.2021864,0.7910944,0.00001540441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02159526,0.0311937,0.08441509,0.08865898,0.005341397,0.0002077494,0.0001904447,0.0007047292,0.7676926],"genre_scores_gemma":[0.5400974,0.07566319,0.08957682,0.01349101,0.002026424,0.0004724134,0.0005961804,0.0002969656,0.2777797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0161108,"threshold_uncertainty_score":0.05389601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769219830978516,"score_gpt":0.2193587225887379,"score_spread":0.2016665242789527,"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."}}