{"id":"W2139352170","doi":"10.1177/0739456x11417830","title":"Design Empowerment","year":2011,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Empowerment; Inclusion (mineral); Public relations; Politics; Face (sociological concept); Process (computing); Urban design; Sociology; Political science; Urban planning; Computer science; Engineering; Civil engineering; Social science","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":[0.01859406,0.001437625,0.000549524,0.001712633,0.003132728,0.006020137,0.001825532,0.00171797,0.05661349],"category_scores_gemma":[0.02871951,0.0006527736,0.00101748,0.001003045,0.003898695,0.006845415,0.0120656,0.002347775,0.01001987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330071,"about_ca_system_score_gemma":0.004627398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007024974,"about_ca_topic_score_gemma":0.001448364,"domain_scores_codex":[0.9741575,0.01673469,0.001227011,0.002013889,0.004619425,0.001247471],"domain_scores_gemma":[0.9816216,0.006432383,0.0008119319,0.006070378,0.003632975,0.00143085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001964419,0.0004130268,0.003862263,0.001133881,0.00006168862,0.0003734231,0.03567959,0.00131754,0.004335613,0.453882,0.08623907,0.4125055],"study_design_scores_gemma":[0.00004420597,0.00008560966,0.0005290809,0.0003370853,0.00001939544,0.0002566034,0.003970282,0.0005547194,0.001195507,0.04901194,0.9439759,0.00001963013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01718905,0.001341802,0.1716587,0.01056565,0.001418643,0.001547738,0.0005553514,0.001809928,0.7939131],"genre_scores_gemma":[0.3979846,0.002448522,0.1916036,0.006974093,0.0005031962,0.004845174,0.001893735,0.001479235,0.3922679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05661349,"threshold_uncertainty_score":0.189391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532870457129931,"score_gpt":0.3739424425144508,"score_spread":0.2206553968014577,"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."}}