{"id":"W4402688950","doi":"10.29173/topo53","title":"Fostering Social Equity in Planning and Urban Design with Children","year":2024,"lang":"en","type":"article","venue":"Topophilia","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Equity (law); Social equality; Environmental planning; Business; Psychology; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006795475,0.0004911235,0.0002807314,0.0009500462,0.004021458,0.006216239,0.001019839,0.000748638,0.004409647],"category_scores_gemma":[0.006467542,0.0002698563,0.0003876315,0.0005739122,0.00767265,0.003470646,0.01496433,0.00149712,0.000306546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002809967,"about_ca_system_score_gemma":0.004212576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830156,"about_ca_topic_score_gemma":0.006850921,"domain_scores_codex":[0.9940654,0.004206825,0.0001100409,0.0003151276,0.0006489851,0.000653471],"domain_scores_gemma":[0.9970106,0.001197858,0.0005491449,0.000407449,0.0002061683,0.0006287139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006645711,0.0006685454,0.04511578,0.0003950304,0.00005370402,0.0005872876,0.1666013,0.004464139,0.002388696,0.4521798,0.007173635,0.3203056],"study_design_scores_gemma":[0.00006814594,0.0005694223,0.03345183,0.001309847,0.00008287569,0.001156242,0.1567699,0.003288339,0.005286632,0.2314049,0.5665166,0.00009525889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5771561,0.00207055,0.1017437,0.01461902,0.0002189087,0.0003270404,0.00005952907,0.0002717524,0.3035332],"genre_scores_gemma":[0.9749081,0.0003881288,0.01787011,0.0003470164,0.00002677938,0.0001081921,0.00001530229,0.00003742716,0.006298988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006795475,"threshold_uncertainty_score":0.03593838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127733881260253,"score_gpt":0.4195438228144253,"score_spread":0.3067704346884,"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."}}