{"id":"W7117472561","doi":"10.1016/j.trpro.2025.12.081","title":"Balancing the movement and place functions of streets: an integrated framework for research","year":2025,"lang":"en","type":"article","venue":"Transportation research procedia","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scholarship; Key (lock); Movement (music); Public transport; Urban planning; Focus (optics); Balance (ability); Public participation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347821,0.00007473658,0.0001190497,0.0003181098,0.0002145824,0.0000396889,0.0001511654,0.00007803765,0.00003460124],"category_scores_gemma":[0.000201799,0.00005644184,0.00003265241,0.001133293,0.0001277216,0.00009545088,0.00000383755,0.0004234248,0.000001854594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004926563,"about_ca_system_score_gemma":0.0001068468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003977184,"about_ca_topic_score_gemma":0.003705586,"domain_scores_codex":[0.998863,0.00007286496,0.0002288383,0.0001672667,0.0003940222,0.0002739606],"domain_scores_gemma":[0.9985525,0.0006147615,0.00001382311,0.0001688277,0.0005867508,0.00006335455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001587971,0.000983397,0.0914631,0.007330272,0.002107965,0.00001341357,0.06316755,0.1447711,0.04897037,0.4104596,0.08859807,0.1405472],"study_design_scores_gemma":[0.001973061,0.00107182,0.253671,0.0009945668,0.0002110776,1.772258e-7,0.06166626,0.5834288,0.02232099,0.06264245,0.01146599,0.0005538483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.701233,0.0006076808,0.2955689,0.0007694237,0.0000744894,0.001180668,0.0001218548,0.0001520304,0.0002920173],"genre_scores_gemma":[0.9968564,0.0001177322,0.002269342,0.00001886658,0.00003177436,0.0001091847,0.00006660452,0.00001620263,0.0005138967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4386577,"threshold_uncertainty_score":0.2301631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589458804844175,"score_gpt":0.3628520395134667,"score_spread":0.3039061590290492,"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."}}