{"id":"W4410731859","doi":"10.1016/j.tra.2025.104503","title":"Towards completely caring 15-minute neighbourhoods","year":2025,"lang":"en","type":"article","venue":"Transportation Research Part A Policy and Practice","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Transport engineering; Business; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001935267,0.0002206379,0.0002679532,0.0006441041,0.002062767,0.003467697,0.001125916,0.0005882302,0.004762921],"category_scores_gemma":[0.00533135,0.0002120553,0.0002742389,0.0009034395,0.003053556,0.003220184,0.005663487,0.000748734,0.0006083646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221155,"about_ca_system_score_gemma":0.004080013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02504684,"about_ca_topic_score_gemma":0.07344714,"domain_scores_codex":[0.9983528,0.0007469643,0.00008804315,0.0001959706,0.0003695569,0.0002467548],"domain_scores_gemma":[0.9980205,0.0003768756,0.0002685084,0.0002571885,0.0005394933,0.0005373593],"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":[0.0003112283,0.0001033725,0.09101722,0.001092742,0.00005629677,0.001382223,0.1886149,0.004761504,0.002968185,0.4466509,0.03044855,0.232593],"study_design_scores_gemma":[0.00002576467,0.0001931168,0.0845338,0.0009831794,0.00003112276,0.001059935,0.2543434,0.004818462,0.001561915,0.1551939,0.4971583,0.00009712817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7779765,0.002073123,0.1026856,0.008904415,0.0003378895,0.0003100359,0.001085059,0.000289603,0.1063379],"genre_scores_gemma":[0.9653987,0.0006152775,0.02721452,0.0004220695,0.00001769015,0.0001160387,0.000428723,0.00003871825,0.005748117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02504684,"threshold_uncertainty_score":0.04980206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1735775420651061,"score_gpt":0.5005514905271959,"score_spread":0.3269739484620898,"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."}}