{"id":"W4377232588","doi":"10.1080/01944363.2023.2207619","title":"Complete Community","year":2023,"lang":"en","type":"article","venue":"Journal of the American Planning Association","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Planner; Smart growth; Sociology; Urban planning; Compact city; Rhetorical question; Sustainable development; Public relations; Political science; Computer science; Engineering; Civil engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00888421,0.0006162064,0.0008810527,0.002893367,0.01638418,0.01135616,0.004014104,0.003769489,0.03164889],"category_scores_gemma":[0.01879628,0.00044169,0.0007384887,0.005371728,0.01963237,0.01428173,0.01156126,0.004180036,0.002974658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02016055,"about_ca_system_score_gemma":0.03884091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1478439,"about_ca_topic_score_gemma":0.1705855,"domain_scores_codex":[0.9857061,0.003733014,0.0004855492,0.00422219,0.003755277,0.002097911],"domain_scores_gemma":[0.9898963,0.002673362,0.0007271578,0.001850243,0.003459725,0.001393322],"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":[0.00002919278,0.0000494647,0.002386785,0.0001650467,0.000006871991,0.0002512945,0.0214524,0.0001533925,0.0001091402,0.9259654,0.01781707,0.03161391],"study_design_scores_gemma":[0.00004121594,0.00006433435,0.003668121,0.000840776,0.0000301712,0.0007642281,0.09815138,0.001467584,0.0003796428,0.3128158,0.5817227,0.00005403863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09152699,0.002440422,0.1026303,0.05382209,0.0009103577,0.003310155,0.003051479,0.0002902304,0.7420179],"genre_scores_gemma":[0.8281272,0.001432597,0.03731029,0.008260112,0.0001916071,0.002933493,0.001699533,0.0001609505,0.1198843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1478439,"threshold_uncertainty_score":0.2939667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199614768823833,"score_gpt":0.3378139501813567,"score_spread":0.2858178024931184,"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."}}