{"id":"W7132959708","doi":"","title":"Unequal Spaces: Suburbs, Apartments, and Bicycles in a Global City","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apartment; Cycling; TRIPS architecture; Multinomial logistic regression; Sustainability; Recreation; Population; Built environment; Psychological intervention; Survey data collection","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0009695404,0.0002661019,0.0004268647,0.001516502,0.003524098,0.003979215,0.0006567402,0.0009002867,0.002591788],"category_scores_gemma":[0.001524976,0.0002842604,0.0003688522,0.004339017,0.00736645,0.005559202,0.006798095,0.001240301,0.0001312174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005474514,"about_ca_system_score_gemma":0.00327344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1416766,"about_ca_topic_score_gemma":0.3398482,"domain_scores_codex":[0.9990659,0.0004026636,0.00003403256,0.000132339,0.0001156664,0.0002493417],"domain_scores_gemma":[0.9992799,0.0001601728,0.0001901481,0.00005225882,0.00006131365,0.0002561525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000123554,0.00008660569,0.3778601,0.0006474067,0.00008886807,0.001524858,0.5214529,0.0005937445,0.0004481479,0.03806356,0.005599539,0.05351075],"study_design_scores_gemma":[0.000008868608,0.00006287073,0.2759426,0.0004569241,0.00006352356,0.0003265265,0.6972629,0.0002614415,0.0001145047,0.004511199,0.02095664,0.00003193547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9853581,0.003095282,0.0002968707,0.003968583,0.00007151335,0.00001903676,0.0001470471,0.000005794479,0.007037773],"genre_scores_gemma":[0.9979476,0.0009533358,0.0001246895,0.0003460629,0.00001162545,0.0000107299,0.00006070466,0.000003897126,0.0005413058],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1416766,"threshold_uncertainty_score":0.2817039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986773769171221,"score_gpt":0.390418407464711,"score_spread":0.3605506697729988,"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."}}